---
OA_type: closed access
_id: '17954'
abstract:
- lang: eng
  text: Guidelines to predict trends in the electrical conductance of molecules have
    been developed for the π-system of conjugated systems. Little is known, however,
    about the conductance of the underlying σ-systems because the π-system usually
    dominates the transport. Here we study a family of bipyridine-based molecules
    using STM-break junction experiments and density functional theory transport calculations.
    We use different lengths and substitution patterns to probe the role of both the
    σ-system and the π-system in controlling conductance. By exploiting the destructive
    interference feature found in the π-system of the meta-coupled six-membered aromatic
    rings, we show that the conductance of the σ-system of a meta-coupled molecule
    can be probed directly and can even exceed that of its para-coupled analog. These
    results add to the understanding of the conductance through the chemically hidden
    σ-electrons.
article_processing_charge: No
article_type: letter_note
author:
- first_name: Anders
  full_name: Borges, Anders
  last_name: Borges
- first_name: E-Dean
  full_name: Fung, E-Dean
  last_name: Fung
- first_name: Fay
  full_name: Ng, Fay
  last_name: Ng
- first_name: Latha
  full_name: Venkataraman, Latha
  id: 9ebb78a5-cc0d-11ee-8322-fae086a32caf
  last_name: Venkataraman
  orcid: 0000-0002-6957-6089
- first_name: Gemma C.
  full_name: Solomon, Gemma C.
  last_name: Solomon
citation:
  ama: Borges A, Fung E-D, Ng F, Venkataraman L, Solomon GC. Probing the conductance
    of the σ-system of bipyridine using destructive interference. <i>The Journal of
    Physical Chemistry Letters</i>. 2016;7(23):4825-4829. doi:<a href="https://doi.org/10.1021/acs.jpclett.6b02494">10.1021/acs.jpclett.6b02494</a>
  apa: Borges, A., Fung, E.-D., Ng, F., Venkataraman, L., &#38; Solomon, G. C. (2016).
    Probing the conductance of the σ-system of bipyridine using destructive interference.
    <i>The Journal of Physical Chemistry Letters</i>. American Chemical Society. <a
    href="https://doi.org/10.1021/acs.jpclett.6b02494">https://doi.org/10.1021/acs.jpclett.6b02494</a>
  chicago: Borges, Anders, E-Dean Fung, Fay Ng, Latha Venkataraman, and Gemma C. Solomon.
    “Probing the Conductance of the σ-System of Bipyridine Using Destructive Interference.”
    <i>The Journal of Physical Chemistry Letters</i>. American Chemical Society, 2016.
    <a href="https://doi.org/10.1021/acs.jpclett.6b02494">https://doi.org/10.1021/acs.jpclett.6b02494</a>.
  ieee: A. Borges, E.-D. Fung, F. Ng, L. Venkataraman, and G. C. Solomon, “Probing
    the conductance of the σ-system of bipyridine using destructive interference,”
    <i>The Journal of Physical Chemistry Letters</i>, vol. 7, no. 23. American Chemical
    Society, pp. 4825–4829, 2016.
  ista: Borges A, Fung E-D, Ng F, Venkataraman L, Solomon GC. 2016. Probing the conductance
    of the σ-system of bipyridine using destructive interference. The Journal of Physical
    Chemistry Letters. 7(23), 4825–4829.
  mla: Borges, Anders, et al. “Probing the Conductance of the σ-System of Bipyridine
    Using Destructive Interference.” <i>The Journal of Physical Chemistry Letters</i>,
    vol. 7, no. 23, American Chemical Society, 2016, pp. 4825–29, doi:<a href="https://doi.org/10.1021/acs.jpclett.6b02494">10.1021/acs.jpclett.6b02494</a>.
  short: A. Borges, E.-D. Fung, F. Ng, L. Venkataraman, G.C. Solomon, The Journal
    of Physical Chemistry Letters 7 (2016) 4825–4829.
date_created: 2024-09-09T09:22:48Z
date_published: 2016-11-10T00:00:00Z
date_updated: 2024-12-18T08:47:29Z
day: '10'
doi: 10.1021/acs.jpclett.6b02494
extern: '1'
external_id:
  pmid:
  - '27934052'
intvolume: '         7'
issue: '23'
language:
- iso: eng
month: '11'
oa_version: None
page: 4825-4829
pmid: 1
publication: The Journal of Physical Chemistry Letters
publication_identifier:
  eissn:
  - 1948-7185
publication_status: published
publisher: American Chemical Society
quality_controlled: '1'
scopus_import: '1'
status: public
title: Probing the conductance of the σ-system of bipyridine using destructive interference
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 7
year: '2016'
...
---
OA_place: publisher
OA_type: hybrid
_id: '17955'
abstract:
- lang: eng
  text: The development of molecular components functioning as switches, rectifiers
    or amplifiers is a great challenge in molecular electronics. A desirable property
    of such components is functional robustness, meaning that the intrinsic functionality
    of components must be preserved regardless of the strategy used to integrate them
    into the final assemblies. Here, this issue is investigated for molecular diodes
    based on N-phenylbenzamide (NPBA) backbones. The transport properties of molecular
    junctions derived from NPBA are characterized while varying the nature of the
    functional groups interfacing the backbone and the gold electrodes required for
    break-junction measurements. Combining experimental and theoretical methods, it
    is shown that at low bias (<0.85 V) transport is determined by the same frontier
    molecular orbital originating from the NPBA core, regardless of the anchoring
    group employed. The magnitude of rectification, however, is strongly dependent
    on the strength of the electronic coupling at the gold–NPBA interface and on the
    spatial distribution of the local density of states of the dominant transport
    channel of the molecular junction.
article_processing_charge: Yes (in subscription journal)
article_type: original
author:
- first_name: Matthieu
  full_name: Koepf, Matthieu
  last_name: Koepf
- first_name: Christopher
  full_name: Koenigsmann, Christopher
  last_name: Koenigsmann
- first_name: Wendu
  full_name: Ding, Wendu
  last_name: Ding
- first_name: Arunbah
  full_name: Batra, Arunbah
  last_name: Batra
- first_name: Christian F. A.
  full_name: Negre, Christian F. A.
  last_name: Negre
- first_name: Latha
  full_name: Venkataraman, Latha
  id: 9ebb78a5-cc0d-11ee-8322-fae086a32caf
  last_name: Venkataraman
  orcid: 0000-0002-6957-6089
- first_name: Gary W.
  full_name: Brudvig, Gary W.
  last_name: Brudvig
- first_name: Victor S.
  full_name: Batista, Victor S.
  last_name: Batista
- first_name: Charles A.
  full_name: Schmuttenmaer, Charles A.
  last_name: Schmuttenmaer
- first_name: Robert H.
  full_name: Crabtree, Robert H.
  last_name: Crabtree
citation:
  ama: Koepf M, Koenigsmann C, Ding W, et al. Controlling the rectification properties
    of molecular junctions through molecule–electrode coupling. <i>Nanoscale</i>.
    2016;8(36):16357-16362. doi:<a href="https://doi.org/10.1039/c6nr04830g">10.1039/c6nr04830g</a>
  apa: Koepf, M., Koenigsmann, C., Ding, W., Batra, A., Negre, C. F. A., Venkataraman,
    L., … Crabtree, R. H. (2016). Controlling the rectification properties of molecular
    junctions through molecule–electrode coupling. <i>Nanoscale</i>. Royal Society
    of Chemistry. <a href="https://doi.org/10.1039/c6nr04830g">https://doi.org/10.1039/c6nr04830g</a>
  chicago: Koepf, Matthieu, Christopher Koenigsmann, Wendu Ding, Arunbah Batra, Christian
    F. A. Negre, Latha Venkataraman, Gary W. Brudvig, Victor S. Batista, Charles A.
    Schmuttenmaer, and Robert H. Crabtree. “Controlling the Rectification Properties
    of Molecular Junctions through Molecule–Electrode Coupling.” <i>Nanoscale</i>.
    Royal Society of Chemistry, 2016. <a href="https://doi.org/10.1039/c6nr04830g">https://doi.org/10.1039/c6nr04830g</a>.
  ieee: M. Koepf <i>et al.</i>, “Controlling the rectification properties of molecular
    junctions through molecule–electrode coupling,” <i>Nanoscale</i>, vol. 8, no.
    36. Royal Society of Chemistry, pp. 16357–16362, 2016.
  ista: Koepf M, Koenigsmann C, Ding W, Batra A, Negre CFA, Venkataraman L, Brudvig
    GW, Batista VS, Schmuttenmaer CA, Crabtree RH. 2016. Controlling the rectification
    properties of molecular junctions through molecule–electrode coupling. Nanoscale.
    8(36), 16357–16362.
  mla: Koepf, Matthieu, et al. “Controlling the Rectification Properties of Molecular
    Junctions through Molecule–Electrode Coupling.” <i>Nanoscale</i>, vol. 8, no.
    36, Royal Society of Chemistry, 2016, pp. 16357–62, doi:<a href="https://doi.org/10.1039/c6nr04830g">10.1039/c6nr04830g</a>.
  short: M. Koepf, C. Koenigsmann, W. Ding, A. Batra, C.F.A. Negre, L. Venkataraman,
    G.W. Brudvig, V.S. Batista, C.A. Schmuttenmaer, R.H. Crabtree, Nanoscale 8 (2016)
    16357–16362.
date_created: 2024-09-09T09:23:39Z
date_published: 2016-08-16T00:00:00Z
date_updated: 2024-12-18T08:50:22Z
day: '16'
doi: 10.1039/c6nr04830g
extern: '1'
intvolume: '         8'
issue: '36'
language:
- iso: eng
license: https://creativecommons.org/licenses/by-nc/3.0/
main_file_link:
- open_access: '1'
  url: https://doi.org/10.1039/C6NR04830G
month: '08'
oa: 1
oa_version: Published Version
page: 16357-16362
publication: Nanoscale
publication_identifier:
  eissn:
  - 2040-3372
  issn:
  - 2040-3364
publication_status: published
publisher: Royal Society of Chemistry
quality_controlled: '1'
scopus_import: '1'
status: public
title: Controlling the rectification properties of molecular junctions through molecule–electrode
  coupling
tmp:
  image: /images/cc_by_nc.png
  legal_code_url: https://creativecommons.org/licenses/by-nc/3.0/legalcode
  name: Creative Commons Attribution-NonCommercial 3.0 Unported (CC BY-NC 3.0)
  short: CC BY-NC (3.0)
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 8
year: '2016'
...
---
OA_type: closed access
_id: '17956'
abstract:
- lang: eng
  text: A highly conducting electronic contact between a strained disilane and Au
    is demonstrated through scanning tunneling microscope-based single-molecule measurements.
    Conformationally locked cis diastereomers of bis(sulfide)-anchor-equipped 1,2-disilaacenaphthenes
    readily form high-conducting junctions in which the two sulfide anchors bind in
    a bipodal fashion to one gold electrode, providing enough stability for a stable
    electrical contact between the Si–Si σ bond and the other electrode.
article_processing_charge: No
article_type: original
author:
- first_name: Nathaniel T.
  full_name: Kim, Nathaniel T.
  last_name: Kim
- first_name: Haixing
  full_name: Li, Haixing
  last_name: Li
- first_name: Latha
  full_name: Venkataraman, Latha
  id: 9ebb78a5-cc0d-11ee-8322-fae086a32caf
  last_name: Venkataraman
  orcid: 0000-0002-6957-6089
- first_name: James L.
  full_name: Leighton, James L.
  last_name: Leighton
citation:
  ama: Kim NT, Li H, Venkataraman L, Leighton JL. High-conductance pathways in ring-strained
    disilanes by qay of direct σ-Si–Si to Au coordination. <i>Journal of the American
    Chemical Society</i>. 2016;138(36):11505-11508. doi:<a href="https://doi.org/10.1021/jacs.6b07825">10.1021/jacs.6b07825</a>
  apa: Kim, N. T., Li, H., Venkataraman, L., &#38; Leighton, J. L. (2016). High-conductance
    pathways in ring-strained disilanes by qay of direct σ-Si–Si to Au coordination.
    <i>Journal of the American Chemical Society</i>. American Chemical Society. <a
    href="https://doi.org/10.1021/jacs.6b07825">https://doi.org/10.1021/jacs.6b07825</a>
  chicago: Kim, Nathaniel T., Haixing Li, Latha Venkataraman, and James L. Leighton.
    “High-Conductance Pathways in Ring-Strained Disilanes by Qay of Direct σ-Si–Si
    to Au Coordination.” <i>Journal of the American Chemical Society</i>. American
    Chemical Society, 2016. <a href="https://doi.org/10.1021/jacs.6b07825">https://doi.org/10.1021/jacs.6b07825</a>.
  ieee: N. T. Kim, H. Li, L. Venkataraman, and J. L. Leighton, “High-conductance pathways
    in ring-strained disilanes by qay of direct σ-Si–Si to Au coordination,” <i>Journal
    of the American Chemical Society</i>, vol. 138, no. 36. American Chemical Society,
    pp. 11505–11508, 2016.
  ista: Kim NT, Li H, Venkataraman L, Leighton JL. 2016. High-conductance pathways
    in ring-strained disilanes by qay of direct σ-Si–Si to Au coordination. Journal
    of the American Chemical Society. 138(36), 11505–11508.
  mla: Kim, Nathaniel T., et al. “High-Conductance Pathways in Ring-Strained Disilanes
    by Qay of Direct σ-Si–Si to Au Coordination.” <i>Journal of the American Chemical
    Society</i>, vol. 138, no. 36, American Chemical Society, 2016, pp. 11505–08,
    doi:<a href="https://doi.org/10.1021/jacs.6b07825">10.1021/jacs.6b07825</a>.
  short: N.T. Kim, H. Li, L. Venkataraman, J.L. Leighton, Journal of the American
    Chemical Society 138 (2016) 11505–11508.
date_created: 2024-09-09T09:25:25Z
date_published: 2016-08-26T00:00:00Z
date_updated: 2024-12-18T08:53:39Z
day: '26'
doi: 10.1021/jacs.6b07825
extern: '1'
external_id:
  pmid:
  - '27563932'
intvolume: '       138'
issue: '36'
language:
- iso: eng
month: '08'
oa_version: None
page: 11505-11508
pmid: 1
publication: Journal of the American Chemical Society
publication_identifier:
  eissn:
  - 1520-5126
  issn:
  - 0002-7863
publication_status: published
publisher: American Chemical Society
quality_controlled: '1'
scopus_import: '1'
status: public
title: High-conductance pathways in ring-strained disilanes by qay of direct σ-Si–Si
  to Au coordination
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 138
year: '2016'
...
---
OA_type: closed access
_id: '17957'
abstract:
- lang: eng
  text: 'While the single-molecule conductance properties of π-conjugated and σ-conjugated
    systems have been well-studied, little is known regarding the conductance properties
    of mixed σ–π backbone wires and the factors that control their transport properties.
    Here we utilize a scanning tunneling microscope-based break-junction technique
    to study a series of molecular wires with π–σ–π backbone structures, where the
    π-moiety is an electrode-binding thioanisole ring and the σ-moiety is a triatomic
    α–β–α chain composed of C, Si, or Ge atoms. We find that the sequence and composition
    of group 14 atoms in the α–β–α chain dictates whether electronic communication
    between the aryl rings is enhanced or suppressed. Placing heavy atoms at the α-position
    decreases conductance, whereas placing them at the β-position increases conductance:
    for example, the C–Ge–C sequence is over 20 times more conductive than the Ge–C–Ge
    sequence. Density functional theory calculations reveal that these conductance
    trends arise from periodic trends (i.e., atomic size, polarizability, and electronegativity)
    that differ from C to Si to Ge. The periodic trends that control molecular conductance
    here are the same ones that give rise to the α and β silicon effects from physical
    organic chemistry. These findings outline a new molecular design concept for tuning
    conductance in single-molecule electrical devices.'
article_processing_charge: No
article_type: original
author:
- first_name: Timothy A.
  full_name: Su, Timothy A.
  last_name: Su
- first_name: Haixing
  full_name: Li, Haixing
  last_name: Li
- first_name: Rebekka S.
  full_name: Klausen, Rebekka S.
  last_name: Klausen
- first_name: Jonathan R.
  full_name: Widawsky, Jonathan R.
  last_name: Widawsky
- first_name: Arunabh
  full_name: Batra, Arunabh
  last_name: Batra
- first_name: Michael L.
  full_name: Steigerwald, Michael L.
  last_name: Steigerwald
- first_name: Latha
  full_name: Venkataraman, Latha
  id: 9ebb78a5-cc0d-11ee-8322-fae086a32caf
  last_name: Venkataraman
  orcid: 0000-0002-6957-6089
- first_name: Colin
  full_name: Nuckolls, Colin
  last_name: Nuckolls
citation:
  ama: Su TA, Li H, Klausen RS, et al. Tuning conductance in π–σ–π single-molecule
    wires. <i>Journal of the American Chemical Society</i>. 2016;138(24):7791-7795.
    doi:<a href="https://doi.org/10.1021/jacs.6b04394">10.1021/jacs.6b04394</a>
  apa: Su, T. A., Li, H., Klausen, R. S., Widawsky, J. R., Batra, A., Steigerwald,
    M. L., … Nuckolls, C. (2016). Tuning conductance in π–σ–π single-molecule wires.
    <i>Journal of the American Chemical Society</i>. American Chemical Society. <a
    href="https://doi.org/10.1021/jacs.6b04394">https://doi.org/10.1021/jacs.6b04394</a>
  chicago: Su, Timothy A., Haixing Li, Rebekka S. Klausen, Jonathan R. Widawsky, Arunabh
    Batra, Michael L. Steigerwald, Latha Venkataraman, and Colin Nuckolls. “Tuning
    Conductance in π–σ–π Single-Molecule Wires.” <i>Journal of the American Chemical
    Society</i>. American Chemical Society, 2016. <a href="https://doi.org/10.1021/jacs.6b04394">https://doi.org/10.1021/jacs.6b04394</a>.
  ieee: T. A. Su <i>et al.</i>, “Tuning conductance in π–σ–π single-molecule wires,”
    <i>Journal of the American Chemical Society</i>, vol. 138, no. 24. American Chemical
    Society, pp. 7791–7795, 2016.
  ista: Su TA, Li H, Klausen RS, Widawsky JR, Batra A, Steigerwald ML, Venkataraman
    L, Nuckolls C. 2016. Tuning conductance in π–σ–π single-molecule wires. Journal
    of the American Chemical Society. 138(24), 7791–7795.
  mla: Su, Timothy A., et al. “Tuning Conductance in π–σ–π Single-Molecule Wires.”
    <i>Journal of the American Chemical Society</i>, vol. 138, no. 24, American Chemical
    Society, 2016, pp. 7791–95, doi:<a href="https://doi.org/10.1021/jacs.6b04394">10.1021/jacs.6b04394</a>.
  short: T.A. Su, H. Li, R.S. Klausen, J.R. Widawsky, A. Batra, M.L. Steigerwald,
    L. Venkataraman, C. Nuckolls, Journal of the American Chemical Society 138 (2016)
    7791–7795.
date_created: 2024-09-09T09:26:50Z
date_published: 2016-06-14T00:00:00Z
date_updated: 2024-12-18T08:56:43Z
day: '14'
doi: 10.1021/jacs.6b04394
extern: '1'
external_id:
  pmid:
  - '27299173'
intvolume: '       138'
issue: '24'
language:
- iso: eng
month: '06'
oa_version: None
page: 7791-7795
pmid: 1
publication: Journal of the American Chemical Society
publication_identifier:
  eissn:
  - 1520-5126
  issn:
  - 0002-7863
publication_status: published
publisher: American Chemical Society
quality_controlled: '1'
scopus_import: '1'
status: public
title: Tuning conductance in π–σ–π single-molecule wires
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 138
year: '2016'
...
---
OA_type: closed access
_id: '17958'
abstract:
- lang: eng
  text: 'Charge transport phenomena in single-molecule junctions are often dominated
    by tunneling, with a transmission function dictating the probability that electrons
    or holes tunnel through the junction. Here, we present a new and simple technique
    for measuring the transmission functions of molecular junctions in the coherent
    tunneling limit, over an energy range of 1.5 eV around the Fermi energy. We create
    molecular junctions in an ionic environment with electrodes having different exposed
    areas, which results in the formation of electric double layers of dissimilar
    density on the two electrodes. This allows us to electrostatically shift the molecular
    resonance relative to the junction Fermi levels in a manner that depends on the
    sign of the applied bias, enabling us to map out the junction’s transmission function
    and determine the dominant orbital for charge transport in the molecular junction.
    We demonstrate this technique using two groups of molecules: one group having
    molecular resonance energies relatively far from EF and one group having molecular
    resonance energies within the accessible bias window. Our results compare well
    with previous electrochemical gating data and with transmission functions computed
    from first principles. Furthermore, with the second group of molecules, we are
    able to examine the behavior of a molecular junction as a resonance shifts into
    the bias window. This work provides a new, experimentally simple route for exploring
    the fundamentals of charge transport at the nanoscale.'
article_processing_charge: No
article_type: letter_note
author:
- first_name: Brian
  full_name: Capozzi, Brian
  last_name: Capozzi
- first_name: Jonathan Z.
  full_name: Low, Jonathan Z.
  last_name: Low
- first_name: Jianlong
  full_name: Xia, Jianlong
  last_name: Xia
- first_name: Zhen-Fei
  full_name: Liu, Zhen-Fei
  last_name: Liu
- first_name: Jeffrey B.
  full_name: Neaton, Jeffrey B.
  last_name: Neaton
- first_name: Luis M.
  full_name: Campos, Luis M.
  last_name: Campos
- first_name: Latha
  full_name: Venkataraman, Latha
  id: 9ebb78a5-cc0d-11ee-8322-fae086a32caf
  last_name: Venkataraman
  orcid: 0000-0002-6957-6089
citation:
  ama: Capozzi B, Low JZ, Xia J, et al. Mapping the transmission functions of single-molecule
    junctions. <i>Nano Letters</i>. 2016;16(6):3949-3954. doi:<a href="https://doi.org/10.1021/acs.nanolett.6b01592">10.1021/acs.nanolett.6b01592</a>
  apa: Capozzi, B., Low, J. Z., Xia, J., Liu, Z.-F., Neaton, J. B., Campos, L. M.,
    &#38; Venkataraman, L. (2016). Mapping the transmission functions of single-molecule
    junctions. <i>Nano Letters</i>. American Chemical Society. <a href="https://doi.org/10.1021/acs.nanolett.6b01592">https://doi.org/10.1021/acs.nanolett.6b01592</a>
  chicago: Capozzi, Brian, Jonathan Z. Low, Jianlong Xia, Zhen-Fei Liu, Jeffrey B.
    Neaton, Luis M. Campos, and Latha Venkataraman. “Mapping the Transmission Functions
    of Single-Molecule Junctions.” <i>Nano Letters</i>. American Chemical Society,
    2016. <a href="https://doi.org/10.1021/acs.nanolett.6b01592">https://doi.org/10.1021/acs.nanolett.6b01592</a>.
  ieee: B. Capozzi <i>et al.</i>, “Mapping the transmission functions of single-molecule
    junctions,” <i>Nano Letters</i>, vol. 16, no. 6. American Chemical Society, pp.
    3949–3954, 2016.
  ista: Capozzi B, Low JZ, Xia J, Liu Z-F, Neaton JB, Campos LM, Venkataraman L. 2016.
    Mapping the transmission functions of single-molecule junctions. Nano Letters.
    16(6), 3949–3954.
  mla: Capozzi, Brian, et al. “Mapping the Transmission Functions of Single-Molecule
    Junctions.” <i>Nano Letters</i>, vol. 16, no. 6, American Chemical Society, 2016,
    pp. 3949–54, doi:<a href="https://doi.org/10.1021/acs.nanolett.6b01592">10.1021/acs.nanolett.6b01592</a>.
  short: B. Capozzi, J.Z. Low, J. Xia, Z.-F. Liu, J.B. Neaton, L.M. Campos, L. Venkataraman,
    Nano Letters 16 (2016) 3949–3954.
date_created: 2024-09-09T09:28:14Z
date_published: 2016-05-17T00:00:00Z
date_updated: 2024-12-18T09:06:14Z
day: '17'
doi: 10.1021/acs.nanolett.6b01592
extern: '1'
external_id:
  pmid:
  - '27186894'
intvolume: '        16'
issue: '6'
language:
- iso: eng
month: '05'
oa_version: None
page: 3949-3954
pmid: 1
publication: Nano Letters
publication_identifier:
  eissn:
  - 1530-6992
  issn:
  - 1530-6984
publication_status: published
publisher: American Chemical Society
quality_controlled: '1'
scopus_import: '1'
status: public
title: Mapping the transmission functions of single-molecule junctions
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 16
year: '2016'
...
---
DOAJ_listed: '1'
OA_place: publisher
OA_type: gold
_id: '17959'
abstract:
- lang: eng
  text: Single-molecule conductance measurements have focused primarily on organic
    molecular systems. Here, we carry out scanning tunneling microscope-based break-junction
    measurements on a series of metal chalcogenide Co6Se8 clusters capped with conducting
    ligands of varying lengths. We compare these measurements with those of individual
    free ligands and find that the conductance of these clusters and the free ligands
    have different decay constants with increasing ligand length. We also show, through
    measurements in two different solvents, 1-bromonaphthalene and 1,2,4-trichlorobenzene,
    that the conductance decay of the clusters depends on the solvent environment.
    We discuss several mechanisms to explain our observations.
article_processing_charge: Yes
article_type: original
author:
- first_name: Bonnie
  full_name: Choi, Bonnie
  last_name: Choi
- first_name: Brian
  full_name: Capozzi, Brian
  last_name: Capozzi
- first_name: Seokhoon
  full_name: Ahn, Seokhoon
  last_name: Ahn
- first_name: Ari
  full_name: Turkiewicz, Ari
  last_name: Turkiewicz
- first_name: Giacomo
  full_name: Lovat, Giacomo
  last_name: Lovat
- first_name: Colin
  full_name: Nuckolls, Colin
  last_name: Nuckolls
- first_name: Michael L.
  full_name: Steigerwald, Michael L.
  last_name: Steigerwald
- first_name: Latha
  full_name: Venkataraman, Latha
  id: 9ebb78a5-cc0d-11ee-8322-fae086a32caf
  last_name: Venkataraman
  orcid: 0000-0002-6957-6089
- first_name: Xavier
  full_name: Roy, Xavier
  last_name: Roy
citation:
  ama: Choi B, Capozzi B, Ahn S, et al. Solvent-dependent conductance decay constants
    in single cluster junctions. <i>Chemical Science</i>. 2016;7(4):2701-2705. doi:<a
    href="https://doi.org/10.1039/c5sc02595h">10.1039/c5sc02595h</a>
  apa: Choi, B., Capozzi, B., Ahn, S., Turkiewicz, A., Lovat, G., Nuckolls, C., …
    Roy, X. (2016). Solvent-dependent conductance decay constants in single cluster
    junctions. <i>Chemical Science</i>. Royal Society of Chemistry. <a href="https://doi.org/10.1039/c5sc02595h">https://doi.org/10.1039/c5sc02595h</a>
  chicago: Choi, Bonnie, Brian Capozzi, Seokhoon Ahn, Ari Turkiewicz, Giacomo Lovat,
    Colin Nuckolls, Michael L. Steigerwald, Latha Venkataraman, and Xavier Roy. “Solvent-Dependent
    Conductance Decay Constants in Single Cluster Junctions.” <i>Chemical Science</i>.
    Royal Society of Chemistry, 2016. <a href="https://doi.org/10.1039/c5sc02595h">https://doi.org/10.1039/c5sc02595h</a>.
  ieee: B. Choi <i>et al.</i>, “Solvent-dependent conductance decay constants in single
    cluster junctions,” <i>Chemical Science</i>, vol. 7, no. 4. Royal Society of Chemistry,
    pp. 2701–2705, 2016.
  ista: Choi B, Capozzi B, Ahn S, Turkiewicz A, Lovat G, Nuckolls C, Steigerwald ML,
    Venkataraman L, Roy X. 2016. Solvent-dependent conductance decay constants in
    single cluster junctions. Chemical Science. 7(4), 2701–2705.
  mla: Choi, Bonnie, et al. “Solvent-Dependent Conductance Decay Constants in Single
    Cluster Junctions.” <i>Chemical Science</i>, vol. 7, no. 4, Royal Society of Chemistry,
    2016, pp. 2701–05, doi:<a href="https://doi.org/10.1039/c5sc02595h">10.1039/c5sc02595h</a>.
  short: B. Choi, B. Capozzi, S. Ahn, A. Turkiewicz, G. Lovat, C. Nuckolls, M.L. Steigerwald,
    L. Venkataraman, X. Roy, Chemical Science 7 (2016) 2701–2705.
date_created: 2024-09-09T09:30:45Z
date_published: 2016-01-11T00:00:00Z
date_updated: 2024-12-18T09:09:02Z
day: '11'
doi: 10.1039/c5sc02595h
extern: '1'
external_id:
  pmid:
  - '28660043'
intvolume: '         7'
issue: '4'
language:
- iso: eng
month: '01'
oa_version: Published Version
page: 2701-2705
pmid: 1
publication: Chemical Science
publication_identifier:
  eissn:
  - 2041-6539
  issn:
  - 2041-6520
publication_status: published
publisher: Royal Society of Chemistry
quality_controlled: '1'
scopus_import: '1'
status: public
title: Solvent-dependent conductance decay constants in single cluster junctions
tmp:
  image: /images/cc_by_nc.png
  legal_code_url: https://creativecommons.org/licenses/by-nc/3.0/legalcode
  name: Creative Commons Attribution-NonCommercial 3.0 Unported (CC BY-NC 3.0)
  short: CC BY-NC (3.0)
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 7
year: '2016'
...
---
OA_type: closed access
_id: '17960'
abstract:
- lang: eng
  text: "Over the past 10 years, there has been tremendous progress in the measurement,
    modeling and understanding of structure–function relationships in single molecule
    junctions. Numerous research groups have addressed significant scientific questions,
    directed both to conductance phenomena at the single molecule level and to the
    fundamental chemistry that controls junction functionality. Many different functionalities
    have been demonstrated, including single-molecule diodes, optically and mechanically
    activated switches, and, significantly, physical phenomena with no classical analogues,
    such as those based on quantum interference effects. Experimental techniques for
    reliable and reproducible single molecule junction formation and characterization
    have led to this progress. In particular, the scanning tunneling microscope based
    break-junction (STM-BJ) technique has enabled rapid, sequential measurement of
    large numbers of nanoscale junctions allowing a statistical analysis to readily
    distinguish reproducible characteristics. Harnessing fundamental link chemistry
    has provided the necessary chemical control over junction formation, enabling
    measurements that revealed clear relationships between molecular structure and
    conductance characteristics. Such link groups (amines, methylsuflides, pyridines,
    etc.) maintain a stable lone pair configuration that selectively bonds to specific,
    undercoordinated transition metal atoms available following rupture of a metal
    point contact in the STM-BJ experiments. This basic chemical principle rationalizes
    the observation of highly reproducible conductance signatures. Subsequently, the
    method has been extended to probe a variety of physical phenomena ranging from
    basic I–V characteristics to more complex properties such as thermopower and electrochemical
    response. By adapting the technique to a conducting cantilever atomic force microscope
    (AFM-BJ), simultaneous measurement of the mechanical characteristics of nanoscale
    junctions as they are pulled apart has given complementary information such as
    the stiffness and rupture force of the molecule-metal link bond. Overall, while
    the BJ technique does not produce a single molecule circuit for practical applications,
    it has proved remarkably versatile for fundamental studies. Measured data and
    analysis have been combined with atomic-scale theory and calculations, typically
    performed for representative junction structures, to provide fundamental physical
    understanding of structure–function relationships.\r\n\r\nThis Account integrates
    across an extensive series of our specific nanoscale junction studies which were
    carried out with the STM- and AFM-BJ techniques and supported by theoretical analysis
    and density functional theory based calculations, with emphasis on the physical
    characteristics of the measurement process and the rich data sets that emerge.
    Several examples illustrate the impact of measured trends based on the most probable
    values for key characteristics (obtained from ensembles of order 1000–10 000 individual
    junctions) to build a solid picture of conductance phenomena as well as attributes
    of the link bond chemistry. The key forward-looking question posed here is the
    extent to which the full data sets represented by the individual trajectories
    can be analyzed to address structure–function questions at the level of individual
    junctions. Initial progress toward physical modeling of conductance of individual
    junctions indicates trends consistent with physical junction structures. Analysis
    of junction mechanics reveals a scaling procedure that collapses existing data
    onto a universal force–extension curve. This research directed to understanding
    the distribution of structures and physical characteristics addresses fundamental
    questions concerning the interplay between chemical control and stochastically
    driven diversity."
article_processing_charge: No
article_type: original
author:
- first_name: Mark S.
  full_name: Hybertsen, Mark S.
  last_name: Hybertsen
- first_name: Latha
  full_name: Venkataraman, Latha
  id: 9ebb78a5-cc0d-11ee-8322-fae086a32caf
  last_name: Venkataraman
  orcid: 0000-0002-6957-6089
citation:
  ama: 'Hybertsen MS, Venkataraman L. Structure–property relationships in atomic-scale
    junctions: Histograms and beyond. <i>Accounts of Chemical Research</i>. 2016;49(3):452-460.
    doi:<a href="https://doi.org/10.1021/acs.accounts.6b00004">10.1021/acs.accounts.6b00004</a>'
  apa: 'Hybertsen, M. S., &#38; Venkataraman, L. (2016). Structure–property relationships
    in atomic-scale junctions: Histograms and beyond. <i>Accounts of Chemical Research</i>.
    American Chemical Society. <a href="https://doi.org/10.1021/acs.accounts.6b00004">https://doi.org/10.1021/acs.accounts.6b00004</a>'
  chicago: 'Hybertsen, Mark S., and Latha Venkataraman. “Structure–Property Relationships
    in Atomic-Scale Junctions: Histograms and Beyond.” <i>Accounts of Chemical Research</i>.
    American Chemical Society, 2016. <a href="https://doi.org/10.1021/acs.accounts.6b00004">https://doi.org/10.1021/acs.accounts.6b00004</a>.'
  ieee: 'M. S. Hybertsen and L. Venkataraman, “Structure–property relationships in
    atomic-scale junctions: Histograms and beyond,” <i>Accounts of Chemical Research</i>,
    vol. 49, no. 3. American Chemical Society, pp. 452–460, 2016.'
  ista: 'Hybertsen MS, Venkataraman L. 2016. Structure–property relationships in atomic-scale
    junctions: Histograms and beyond. Accounts of Chemical Research. 49(3), 452–460.'
  mla: 'Hybertsen, Mark S., and Latha Venkataraman. “Structure–Property Relationships
    in Atomic-Scale Junctions: Histograms and Beyond.” <i>Accounts of Chemical Research</i>,
    vol. 49, no. 3, American Chemical Society, 2016, pp. 452–60, doi:<a href="https://doi.org/10.1021/acs.accounts.6b00004">10.1021/acs.accounts.6b00004</a>.'
  short: M.S. Hybertsen, L. Venkataraman, Accounts of Chemical Research 49 (2016)
    452–460.
date_created: 2024-09-09T09:31:45Z
date_published: 2016-03-03T00:00:00Z
date_updated: 2024-12-18T09:18:36Z
day: '03'
doi: 10.1021/acs.accounts.6b00004
extern: '1'
external_id:
  pmid:
  - '26938931'
intvolume: '        49'
issue: '3'
language:
- iso: eng
month: '03'
oa_version: None
page: 452-460
pmid: 1
publication: Accounts of Chemical Research
publication_identifier:
  eissn:
  - 1520-4898
  issn:
  - 0001-4842
publication_status: published
publisher: American Chemical Society
quality_controlled: '1'
scopus_import: '1'
status: public
title: 'Structure–property relationships in atomic-scale junctions: Histograms and
  beyond'
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 49
year: '2016'
...
---
OA_type: closed access
_id: '17961'
abstract:
- lang: eng
  text: 'The field of single-molecule electronics harnesses expertise from engineering,
    physics and chemistry to realize circuit elements at the limit of miniaturization;
    it is a subfield of nanoelectronics in which the electronic components are single
    molecules. In this Review, we survey the field from a chemical perspective and
    discuss the structure–property relationships of the three components that form
    a single-molecule junction: the anchor, the electrode and the molecular bridge.
    The spatial orientation and electronic coupling between each component profoundly
    affect the conductance properties and functions of the single-molecule device.
    We describe the design principles of the anchor group, the influence of the electronic
    configuration of the electrode and the effect of manipulating the structure of
    the molecular backbone and of its substituent groups. We discuss single-molecule
    conductance switches as well as the phenomenon of quantum interference and then
    trace their fundamental roots back to chemical principles.'
article_number: '16002'
article_processing_charge: No
article_type: original
author:
- first_name: Timothy A.
  full_name: Su, Timothy A.
  last_name: Su
- first_name: Madhav
  full_name: Neupane, Madhav
  last_name: Neupane
- first_name: Michael L.
  full_name: Steigerwald, Michael L.
  last_name: Steigerwald
- first_name: Latha
  full_name: Venkataraman, Latha
  id: 9ebb78a5-cc0d-11ee-8322-fae086a32caf
  last_name: Venkataraman
  orcid: 0000-0002-6957-6089
- first_name: Colin
  full_name: Nuckolls, Colin
  last_name: Nuckolls
citation:
  ama: Su TA, Neupane M, Steigerwald ML, Venkataraman L, Nuckolls C. Chemical principles
    of single-molecule electronics. <i>Nature Reviews Materials</i>. 2016;1(3). doi:<a
    href="https://doi.org/10.1038/natrevmats.2016.2">10.1038/natrevmats.2016.2</a>
  apa: Su, T. A., Neupane, M., Steigerwald, M. L., Venkataraman, L., &#38; Nuckolls,
    C. (2016). Chemical principles of single-molecule electronics. <i>Nature Reviews
    Materials</i>. Springer Nature. <a href="https://doi.org/10.1038/natrevmats.2016.2">https://doi.org/10.1038/natrevmats.2016.2</a>
  chicago: Su, Timothy A., Madhav Neupane, Michael L. Steigerwald, Latha Venkataraman,
    and Colin Nuckolls. “Chemical Principles of Single-Molecule Electronics.” <i>Nature
    Reviews Materials</i>. Springer Nature, 2016. <a href="https://doi.org/10.1038/natrevmats.2016.2">https://doi.org/10.1038/natrevmats.2016.2</a>.
  ieee: T. A. Su, M. Neupane, M. L. Steigerwald, L. Venkataraman, and C. Nuckolls,
    “Chemical principles of single-molecule electronics,” <i>Nature Reviews Materials</i>,
    vol. 1, no. 3. Springer Nature, 2016.
  ista: Su TA, Neupane M, Steigerwald ML, Venkataraman L, Nuckolls C. 2016. Chemical
    principles of single-molecule electronics. Nature Reviews Materials. 1(3), 16002.
  mla: Su, Timothy A., et al. “Chemical Principles of Single-Molecule Electronics.”
    <i>Nature Reviews Materials</i>, vol. 1, no. 3, 16002, Springer Nature, 2016,
    doi:<a href="https://doi.org/10.1038/natrevmats.2016.2">10.1038/natrevmats.2016.2</a>.
  short: T.A. Su, M. Neupane, M.L. Steigerwald, L. Venkataraman, C. Nuckolls, Nature
    Reviews Materials 1 (2016).
date_created: 2024-09-09T09:35:07Z
date_published: 2016-02-23T00:00:00Z
date_updated: 2024-12-18T09:27:51Z
day: '23'
doi: 10.1038/natrevmats.2016.2
extern: '1'
intvolume: '         1'
issue: '3'
language:
- iso: eng
month: '02'
oa_version: None
publication: Nature Reviews Materials
publication_identifier:
  eissn:
  - 2058-8437
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
scopus_import: '1'
status: public
title: Chemical principles of single-molecule electronics
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 1
year: '2016'
...
---
OA_place: publisher
OA_type: hybrid
_id: '17962'
abstract:
- lang: eng
  text: We examine structure–function relationships in a series of N-phenylbenzamide
    (NPBA) derivatives by using computational modeling to identify molecular structures
    that exhibit both rectification and good conductance together with experimental
    studies of bias-dependent single molecule conductance and rectification behavior
    using the scanning tunneling microscopy break-junction technique. From a large
    number of computationally screened molecular diode structures, we have identified
    NPBA as a promising candidate, relative to the other structures that were screened.
    We demonstrate experimentally that conductance and rectification are both enhanced
    by functionalization of the NPBA 4-carboxamido-aniline moiety with electron donating
    methoxy groups, and are strongly correlated with the energy of the conducting
    frontier orbital relative to the Fermi level of the gold leads used in break-junction
    experiments.
article_processing_charge: No
article_type: original
author:
- first_name: Christopher
  full_name: Koenigsmann, Christopher
  last_name: Koenigsmann
- first_name: Wendu
  full_name: Ding, Wendu
  last_name: Ding
- first_name: Matthieu
  full_name: Koepf, Matthieu
  last_name: Koepf
- first_name: Arunabh
  full_name: Batra, Arunabh
  last_name: Batra
- first_name: Latha
  full_name: Venkataraman, Latha
  id: 9ebb78a5-cc0d-11ee-8322-fae086a32caf
  last_name: Venkataraman
  orcid: 0000-0002-6957-6089
- first_name: Christian F. A.
  full_name: Negre, Christian F. A.
  last_name: Negre
- first_name: Gary W.
  full_name: Brudvig, Gary W.
  last_name: Brudvig
- first_name: Robert H.
  full_name: Crabtree, Robert H.
  last_name: Crabtree
- first_name: Victor S.
  full_name: Batista, Victor S.
  last_name: Batista
- first_name: Charles A.
  full_name: Schmuttenmaer, Charles A.
  last_name: Schmuttenmaer
citation:
  ama: Koenigsmann C, Ding W, Koepf M, et al. Structure–function relationships in
    single molecule rectification by N-phenylbenzamide derivatives. <i>New Journal
    of Chemistry</i>. 2016;40(9):7373-7378. doi:<a href="https://doi.org/10.1039/c6nj00870d">10.1039/c6nj00870d</a>
  apa: Koenigsmann, C., Ding, W., Koepf, M., Batra, A., Venkataraman, L., Negre, C.
    F. A., … Schmuttenmaer, C. A. (2016). Structure–function relationships in single
    molecule rectification by N-phenylbenzamide derivatives. <i>New Journal of Chemistry</i>.
    Royal Society of Chemistry. <a href="https://doi.org/10.1039/c6nj00870d">https://doi.org/10.1039/c6nj00870d</a>
  chicago: Koenigsmann, Christopher, Wendu Ding, Matthieu Koepf, Arunabh Batra, Latha
    Venkataraman, Christian F. A. Negre, Gary W. Brudvig, Robert H. Crabtree, Victor
    S. Batista, and Charles A. Schmuttenmaer. “Structure–Function Relationships in
    Single Molecule Rectification by N-Phenylbenzamide Derivatives.” <i>New Journal
    of Chemistry</i>. Royal Society of Chemistry, 2016. <a href="https://doi.org/10.1039/c6nj00870d">https://doi.org/10.1039/c6nj00870d</a>.
  ieee: C. Koenigsmann <i>et al.</i>, “Structure–function relationships in single
    molecule rectification by N-phenylbenzamide derivatives,” <i>New Journal of Chemistry</i>,
    vol. 40, no. 9. Royal Society of Chemistry, pp. 7373–7378, 2016.
  ista: Koenigsmann C, Ding W, Koepf M, Batra A, Venkataraman L, Negre CFA, Brudvig
    GW, Crabtree RH, Batista VS, Schmuttenmaer CA. 2016. Structure–function relationships
    in single molecule rectification by N-phenylbenzamide derivatives. New Journal
    of Chemistry. 40(9), 7373–7378.
  mla: Koenigsmann, Christopher, et al. “Structure–Function Relationships in Single
    Molecule Rectification by N-Phenylbenzamide Derivatives.” <i>New Journal of Chemistry</i>,
    vol. 40, no. 9, Royal Society of Chemistry, 2016, pp. 7373–78, doi:<a href="https://doi.org/10.1039/c6nj00870d">10.1039/c6nj00870d</a>.
  short: C. Koenigsmann, W. Ding, M. Koepf, A. Batra, L. Venkataraman, C.F.A. Negre,
    G.W. Brudvig, R.H. Crabtree, V.S. Batista, C.A. Schmuttenmaer, New Journal of
    Chemistry 40 (2016) 7373–7378.
date_created: 2024-09-09T09:36:47Z
date_published: 2016-06-30T00:00:00Z
date_updated: 2024-12-18T09:37:58Z
day: '30'
doi: 10.1039/c6nj00870d
extern: '1'
intvolume: '        40'
issue: '9'
language:
- iso: eng
month: '06'
oa_version: Published Version
page: 7373-7378
publication: New Journal of Chemistry
publication_identifier:
  eissn:
  - 1369-9261
  issn:
  - 1144-0546
publication_status: published
publisher: Royal Society of Chemistry
quality_controlled: '1'
scopus_import: '1'
status: public
title: Structure–function relationships in single molecule rectification by N-phenylbenzamide
  derivatives
tmp:
  image: /images/cc_by_nc.png
  legal_code_url: https://creativecommons.org/licenses/by-nc/3.0/legalcode
  name: Creative Commons Attribution-NonCommercial 3.0 Unported (CC BY-NC 3.0)
  short: CC BY-NC (3.0)
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 40
year: '2016'
...
---
DOAJ_listed: '1'
OA_place: publisher
OA_type: gold
_id: '17963'
abstract:
- lang: eng
  text: Here we examine the impact of ring conformation on the charge transport characteristics
    of cyclic pentasilane structures bound to gold electrodes in single molecule junctions.
    We investigate the conductance properties of alkylated cyclopentasilane cis and
    trans stereoisomers substituted in the 1,3-position with methylthiomethyl electrode
    binding groups using both the scanning tunneling microscope-based break junction
    technique and density functional theory based ab initio calculations. In contrast
    with the linear ones, these cyclic silanes yield lower conductance values; calculations
    reveal that the constrained dihedral geometries occurring within the ring are
    suboptimal for σ-orbital delocalization, and therefore, conductance. Theoretical
    calculations reproduce the measured conductance trends for both cis and trans
    isomers and find several distinct conformations that are likely to form stable
    molecular junctions at room temperature. Due to the weakened σ-conjugation in
    the molecule, through-space interactions are found to contribute significantly
    to the conductance. This manuscript details the vast conformational flexibility
    in cyclopentasilanes and the tremendous impact it has on controlling conductance.
article_processing_charge: Yes
article_type: original
author:
- first_name: Haixing
  full_name: Li, Haixing
  last_name: Li
- first_name: Marc H.
  full_name: Garner, Marc H.
  last_name: Garner
- first_name: Zhichun
  full_name: Shangguan, Zhichun
  last_name: Shangguan
- first_name: Qianwen
  full_name: Zheng, Qianwen
  last_name: Zheng
- first_name: Timothy A.
  full_name: Su, Timothy A.
  last_name: Su
- first_name: Madhav
  full_name: Neupane, Madhav
  last_name: Neupane
- first_name: Panpan
  full_name: Li, Panpan
  last_name: Li
- first_name: Alexandra
  full_name: Velian, Alexandra
  last_name: Velian
- first_name: Michael L.
  full_name: Steigerwald, Michael L.
  last_name: Steigerwald
- first_name: Shengxiong
  full_name: Xiao, Shengxiong
  last_name: Xiao
- first_name: Colin
  full_name: Nuckolls, Colin
  last_name: Nuckolls
- first_name: Gemma C.
  full_name: Solomon, Gemma C.
  last_name: Solomon
- first_name: Latha
  full_name: Venkataraman, Latha
  id: 9ebb78a5-cc0d-11ee-8322-fae086a32caf
  last_name: Venkataraman
  orcid: 0000-0002-6957-6089
citation:
  ama: Li H, Garner MH, Shangguan Z, et al. Conformations of cyclopentasilane stereoisomers
    control molecular junction conductance. <i>Chemical Science</i>. 2016;7(9):5657-5662.
    doi:<a href="https://doi.org/10.1039/c6sc01360k">10.1039/c6sc01360k</a>
  apa: Li, H., Garner, M. H., Shangguan, Z., Zheng, Q., Su, T. A., Neupane, M., …
    Venkataraman, L. (2016). Conformations of cyclopentasilane stereoisomers control
    molecular junction conductance. <i>Chemical Science</i>. Royal Society of Chemistry.
    <a href="https://doi.org/10.1039/c6sc01360k">https://doi.org/10.1039/c6sc01360k</a>
  chicago: Li, Haixing, Marc H. Garner, Zhichun Shangguan, Qianwen Zheng, Timothy
    A. Su, Madhav Neupane, Panpan Li, et al. “Conformations of Cyclopentasilane Stereoisomers
    Control Molecular Junction Conductance.” <i>Chemical Science</i>. Royal Society
    of Chemistry, 2016. <a href="https://doi.org/10.1039/c6sc01360k">https://doi.org/10.1039/c6sc01360k</a>.
  ieee: H. Li <i>et al.</i>, “Conformations of cyclopentasilane stereoisomers control
    molecular junction conductance,” <i>Chemical Science</i>, vol. 7, no. 9. Royal
    Society of Chemistry, pp. 5657–5662, 2016.
  ista: Li H, Garner MH, Shangguan Z, Zheng Q, Su TA, Neupane M, Li P, Velian A, Steigerwald
    ML, Xiao S, Nuckolls C, Solomon GC, Venkataraman L. 2016. Conformations of cyclopentasilane
    stereoisomers control molecular junction conductance. Chemical Science. 7(9),
    5657–5662.
  mla: Li, Haixing, et al. “Conformations of Cyclopentasilane Stereoisomers Control
    Molecular Junction Conductance.” <i>Chemical Science</i>, vol. 7, no. 9, Royal
    Society of Chemistry, 2016, pp. 5657–62, doi:<a href="https://doi.org/10.1039/c6sc01360k">10.1039/c6sc01360k</a>.
  short: H. Li, M.H. Garner, Z. Shangguan, Q. Zheng, T.A. Su, M. Neupane, P. Li, A.
    Velian, M.L. Steigerwald, S. Xiao, C. Nuckolls, G.C. Solomon, L. Venkataraman,
    Chemical Science 7 (2016) 5657–5662.
date_created: 2024-09-09T09:37:59Z
date_published: 2016-05-30T00:00:00Z
date_updated: 2024-12-18T09:51:40Z
day: '30'
doi: 10.1039/c6sc01360k
extern: '1'
intvolume: '         7'
issue: '9'
language:
- iso: eng
month: '05'
oa_version: Published Version
page: 5657-5662
publication: Chemical Science
publication_identifier:
  eissn:
  - 2041-6539
  issn:
  - 2041-6520
publication_status: published
publisher: Royal Society of Chemistry
quality_controlled: '1'
scopus_import: '1'
status: public
title: Conformations of cyclopentasilane stereoisomers control molecular junction
  conductance
tmp:
  image: /images/cc_by_nc.png
  legal_code_url: https://creativecommons.org/licenses/by-nc/3.0/legalcode
  name: Creative Commons Attribution-NonCommercial 3.0 Unported (CC BY-NC 3.0)
  short: CC BY-NC (3.0)
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 7
year: '2016'
...
---
OA_place: publisher
OA_type: hybrid
_id: '17964'
abstract:
- lang: eng
  text: Charge transfer rates at metal/organic interfaces affect the efficiencies
    of devices for organic based electronics and photovoltaics. A quantitative study
    of electron transfer rates, which take place on the femtosecond timescale, is
    often difficult, especially since in most systems the molecular adsorption geometry
    is unknown. Here, we use X-ray resonant photoemission spectroscopy to measure
    ultrafast charge transfer rates across pyridine/Au(111) interfaces while also
    controlling the molecular orientation on the metal. We demonstrate that a bi-directional
    charge transfer across the molecule/metal interface is enabled upon creation of
    a core-exciton on the molecule with a rate that has a strong dependence on the
    molecular adsorption angle. Through density functional theory calculations, we
    show that the alignment of molecular levels relative to the metal Fermi level
    is dramatically altered when a core-hole is created on the molecule, allowing
    the lowest unoccupied molecular orbital to fall partially below the metal Fermi
    level. We also calculate charge transfer rates as a function of molecular adsorption
    geometry and find a trend that agrees with the experiment. These findings thus
    give insight into the charge transfer dynamics of a photo-excited molecule on
    a metal surface.
article_processing_charge: Yes (in subscription journal)
article_type: original
author:
- first_name: Dean
  full_name: Cvetko, Dean
  last_name: Cvetko
- first_name: Guido
  full_name: Fratesi, Guido
  last_name: Fratesi
- first_name: Gregor
  full_name: Kladnik, Gregor
  last_name: Kladnik
- first_name: Albano
  full_name: Cossaro, Albano
  last_name: Cossaro
- first_name: Gian Paolo
  full_name: Brivio, Gian Paolo
  last_name: Brivio
- first_name: Latha
  full_name: Venkataraman, Latha
  id: 9ebb78a5-cc0d-11ee-8322-fae086a32caf
  last_name: Venkataraman
  orcid: 0000-0002-6957-6089
- first_name: Alberto
  full_name: Morgante, Alberto
  last_name: Morgante
citation:
  ama: Cvetko D, Fratesi G, Kladnik G, et al. Ultrafast electron injection into photo-excited
    organic molecules. <i>Physical Chemistry Chemical Physics</i>. 2016;18(32):22140-22145.
    doi:<a href="https://doi.org/10.1039/c6cp04099c">10.1039/c6cp04099c</a>
  apa: Cvetko, D., Fratesi, G., Kladnik, G., Cossaro, A., Brivio, G. P., Venkataraman,
    L., &#38; Morgante, A. (2016). Ultrafast electron injection into photo-excited
    organic molecules. <i>Physical Chemistry Chemical Physics</i>. Royal Society of
    Chemistry. <a href="https://doi.org/10.1039/c6cp04099c">https://doi.org/10.1039/c6cp04099c</a>
  chicago: Cvetko, Dean, Guido Fratesi, Gregor Kladnik, Albano Cossaro, Gian Paolo
    Brivio, Latha Venkataraman, and Alberto Morgante. “Ultrafast Electron Injection
    into Photo-Excited Organic Molecules.” <i>Physical Chemistry Chemical Physics</i>.
    Royal Society of Chemistry, 2016. <a href="https://doi.org/10.1039/c6cp04099c">https://doi.org/10.1039/c6cp04099c</a>.
  ieee: D. Cvetko <i>et al.</i>, “Ultrafast electron injection into photo-excited
    organic molecules,” <i>Physical Chemistry Chemical Physics</i>, vol. 18, no. 32.
    Royal Society of Chemistry, pp. 22140–22145, 2016.
  ista: Cvetko D, Fratesi G, Kladnik G, Cossaro A, Brivio GP, Venkataraman L, Morgante
    A. 2016. Ultrafast electron injection into photo-excited organic molecules. Physical
    Chemistry Chemical Physics. 18(32), 22140–22145.
  mla: Cvetko, Dean, et al. “Ultrafast Electron Injection into Photo-Excited Organic
    Molecules.” <i>Physical Chemistry Chemical Physics</i>, vol. 18, no. 32, Royal
    Society of Chemistry, 2016, pp. 22140–45, doi:<a href="https://doi.org/10.1039/c6cp04099c">10.1039/c6cp04099c</a>.
  short: D. Cvetko, G. Fratesi, G. Kladnik, A. Cossaro, G.P. Brivio, L. Venkataraman,
    A. Morgante, Physical Chemistry Chemical Physics 18 (2016) 22140–22145.
date_created: 2024-09-09T09:39:29Z
date_published: 2016-07-14T00:00:00Z
date_updated: 2024-12-18T10:17:35Z
day: '14'
doi: 10.1039/c6cp04099c
extern: '1'
external_id:
  pmid:
  - '27444572'
intvolume: '        18'
issue: '32'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.1039/C6CP04099C
month: '07'
oa: 1
oa_version: Published Version
page: 22140-22145
pmid: 1
publication: Physical Chemistry Chemical Physics
publication_identifier:
  eissn:
  - 1463-9084
  issn:
  - 1463-9076
publication_status: published
publisher: Royal Society of Chemistry
quality_controlled: '1'
scopus_import: '1'
status: public
title: Ultrafast electron injection into photo-excited organic molecules
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 18
year: '2016'
...
---
OA_type: closed access
_id: '18328'
abstract:
- lang: eng
  text: We present a novel sparse modeling approach to non-rigid shape matching using
    only the ability to detect repeatable regions. As the input to our algorithm,
    we are given only two sets of regions in two shapes; no descriptors are provided
    so the correspondence between the regions is not know, nor do we know how many
    regions correspond in the two shapes. We show that even with such scarce information,
    it is possible to establish very accurate correspondence between the shapes by
    using methods from the field of sparse modeling, being this, the first non-trivial
    use of sparse models in shape correspondence. We formulate the problem of permuted
    sparse coding, in which we solve simultaneously for an unknown permutation ordering
    the regions on two shapes and for an unknown correspondence in functional representation.
    We also propose a robust variant capable of handling incomplete matches. Numerically,
    the problem is solved efficiently by alternating the solution of a linear assignment
    and a sparse coding problem. The proposed methods are evaluated qualitatively
    and quantitatively on standard benchmarks containing both synthetic and scanned
    objects.
alternative_title:
- Mathematics and Visualization
article_processing_charge: No
author:
- first_name: Jonathan
  full_name: Pokrass, Jonathan
  last_name: Pokrass
- first_name: Alexander
  full_name: Bronstein, Alexander
  id: 58f3726e-7cba-11ef-ad8b-e6e8cb3904e6
  last_name: Bronstein
  orcid: 0000-0001-9699-8730
- first_name: Michael M.
  full_name: Bronstein, Michael M.
  last_name: Bronstein
- first_name: Pablo
  full_name: Sprechmann, Pablo
  last_name: Sprechmann
- first_name: Guillermo
  full_name: Sapiro, Guillermo
  last_name: Sapiro
citation:
  ama: 'Pokrass J, Bronstein AM, Bronstein MM, Sprechmann P, Sapiro G. Sparse Models
    for Intrinsic Shape Correspondence. In: Breuß M, Bruckstein A, Maragos P, Wuhrer
    S, eds. <i>Perspectives in Shape Analysis</i>. 1st ed. Cham: Springer International
    Publishing; 2016:211-230. doi:<a href="https://doi.org/10.1007/978-3-319-24726-7_10">10.1007/978-3-319-24726-7_10</a>'
  apa: 'Pokrass, J., Bronstein, A. M., Bronstein, M. M., Sprechmann, P., &#38; Sapiro,
    G. (2016). Sparse Models for Intrinsic Shape Correspondence. In M. Breuß, A. Bruckstein,
    P. Maragos, &#38; S. Wuhrer (Eds.), <i>Perspectives in Shape Analysis</i> (1st
    ed., pp. 211–230). Cham: Springer International Publishing. <a href="https://doi.org/10.1007/978-3-319-24726-7_10">https://doi.org/10.1007/978-3-319-24726-7_10</a>'
  chicago: 'Pokrass, Jonathan, Alex M. Bronstein, Michael M. Bronstein, Pablo Sprechmann,
    and Guillermo Sapiro. “Sparse Models for Intrinsic Shape Correspondence.” In <i>Perspectives
    in Shape Analysis</i>, edited by Michael Breuß, Alfred Bruckstein, Petros Maragos,
    and Stefanie Wuhrer, 1st ed., 211–30. Cham: Springer International Publishing,
    2016. <a href="https://doi.org/10.1007/978-3-319-24726-7_10">https://doi.org/10.1007/978-3-319-24726-7_10</a>.'
  ieee: 'J. Pokrass, A. M. Bronstein, M. M. Bronstein, P. Sprechmann, and G. Sapiro,
    “Sparse Models for Intrinsic Shape Correspondence,” in <i>Perspectives in Shape
    Analysis</i>, 1st ed., M. Breuß, A. Bruckstein, P. Maragos, and S. Wuhrer, Eds.
    Cham: Springer International Publishing, 2016, pp. 211–230.'
  ista: 'Pokrass J, Bronstein AM, Bronstein MM, Sprechmann P, Sapiro G. 2016.Sparse
    Models for Intrinsic Shape Correspondence. In: Perspectives in Shape Analysis.
    Mathematics and Visualization, , 211–230.'
  mla: Pokrass, Jonathan, et al. “Sparse Models for Intrinsic Shape Correspondence.”
    <i>Perspectives in Shape Analysis</i>, edited by Michael Breuß et al., 1st ed.,
    Springer International Publishing, 2016, pp. 211–30, doi:<a href="https://doi.org/10.1007/978-3-319-24726-7_10">10.1007/978-3-319-24726-7_10</a>.
  short: J. Pokrass, A.M. Bronstein, M.M. Bronstein, P. Sprechmann, G. Sapiro, in:,
    M. Breuß, A. Bruckstein, P. Maragos, S. Wuhrer (Eds.), Perspectives in Shape Analysis,
    1st ed., Springer International Publishing, Cham, 2016, pp. 211–230.
date_created: 2024-10-15T11:20:53Z
date_published: 2016-10-01T00:00:00Z
date_updated: 2024-10-22T08:17:06Z
day: '01'
doi: 10.1007/978-3-319-24726-7_10
edition: '1'
editor:
- first_name: Michael
  full_name: Breuß, Michael
  last_name: Breuß
- first_name: Alfred
  full_name: Bruckstein, Alfred
  last_name: Bruckstein
- first_name: Petros
  full_name: Maragos, Petros
  last_name: Maragos
- first_name: Stefanie
  full_name: Wuhrer, Stefanie
  last_name: Wuhrer
extern: '1'
language:
- iso: eng
month: '10'
oa_version: None
page: 211-230
place: Cham
publication: Perspectives in Shape Analysis
publication_identifier:
  eisbn:
  - '9783319247267'
  eissn:
  - 2197-666X
  isbn:
  - '9783319247243'
  issn:
  - 1612-3786
publication_status: published
publisher: Springer International Publishing
quality_controlled: '1'
scopus_import: '1'
status: public
title: Sparse Models for Intrinsic Shape Correspondence
type: book_chapter
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2016'
...
---
_id: '1833'
abstract:
- lang: eng
  text: 'Relational models for contingency tables are generalizations of log-linear
    models, allowing effects associated with arbitrary subsets of cells in the table,
    and not necessarily containing the overall effect, that is, a common parameter
    in every cell. Similarly to log-linear models, relational models can be extended
    to non-negative distributions, but the extension requires more complex methods.
    An extended relational model is defined as an algebraic variety, and it turns
    out to be the closure of the original model with respect to the Bregman divergence.
    In the extended relational model, the MLE of the cell parameters always exists
    and is unique, but some of its properties may be different from those of the MLE
    under log-linear models. The MLE can be computed using a generalized iterative
    scaling procedure based on Bregman projections. '
article_processing_charge: No
arxiv: 1
author:
- first_name: Anna
  full_name: Klimova, Anna
  id: 31934120-F248-11E8-B48F-1D18A9856A87
  last_name: Klimova
- first_name: Tamás
  full_name: Rudas, Tamás
  last_name: Rudas
citation:
  ama: Klimova A, Rudas T. On the closure of relational models. <i>Journal of Multivariate
    Analysis</i>. 2016;143:440-452. doi:<a href="https://doi.org/10.1016/j.jmva.2015.10.005">10.1016/j.jmva.2015.10.005</a>
  apa: Klimova, A., &#38; Rudas, T. (2016). On the closure of relational models. <i>Journal
    of Multivariate Analysis</i>. Elsevier. <a href="https://doi.org/10.1016/j.jmva.2015.10.005">https://doi.org/10.1016/j.jmva.2015.10.005</a>
  chicago: Klimova, Anna, and Tamás Rudas. “On the Closure of Relational Models.”
    <i>Journal of Multivariate Analysis</i>. Elsevier, 2016. <a href="https://doi.org/10.1016/j.jmva.2015.10.005">https://doi.org/10.1016/j.jmva.2015.10.005</a>.
  ieee: A. Klimova and T. Rudas, “On the closure of relational models,” <i>Journal
    of Multivariate Analysis</i>, vol. 143. Elsevier, pp. 440–452, 2016.
  ista: Klimova A, Rudas T. 2016. On the closure of relational models. Journal of
    Multivariate Analysis. 143, 440–452.
  mla: Klimova, Anna, and Tamás Rudas. “On the Closure of Relational Models.” <i>Journal
    of Multivariate Analysis</i>, vol. 143, Elsevier, 2016, pp. 440–52, doi:<a href="https://doi.org/10.1016/j.jmva.2015.10.005">10.1016/j.jmva.2015.10.005</a>.
  short: A. Klimova, T. Rudas, Journal of Multivariate Analysis 143 (2016) 440–452.
corr_author: '1'
date_created: 2018-12-11T11:54:15Z
date_published: 2016-01-01T00:00:00Z
date_updated: 2025-09-18T10:47:32Z
day: '01'
department:
- _id: CaUh
doi: 10.1016/j.jmva.2015.10.005
external_id:
  arxiv:
  - '1501.00600'
  isi:
  - '000366885300029'
intvolume: '       143'
isi: 1
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: http://arxiv.org/abs/1501.00600
month: '01'
oa: 1
oa_version: Preprint
page: 440 - 452
publication: Journal of Multivariate Analysis
publication_status: published
publisher: Elsevier
publist_id: '5270'
quality_controlled: '1'
scopus_import: '1'
status: public
title: On the closure of relational models
type: journal_article
user_id: 317138e5-6ab7-11ef-aa6d-ffef3953e345
volume: 143
year: '2016'
...
---
_id: '18361'
abstract:
- lang: eng
  text: 3D models of humans are commonly used within computer graphics and vision,
    and so the ability to distinguish between body shapes is an important shape retrieval
    problem. We extend our recent paper which provided a benchmark for testing non-rigid
    3D shape retrieval algorithms on 3D human models. This benchmark provided a far
    stricter challenge than previous shape benchmarks. We have added 145 new models
    for use as a separate training set, in order to standardise the training data
    used and provide a fairer comparison. We have also included experiments with the
    FAUST dataset of human scans. All participants of the previous benchmark study
    have taken part in the new tests reported here, many providing updated results
    using the new data. In addition, further participants have also taken part, and
    we provide extra analysis of the retrieval results. A total of 25 different shape
    retrieval methods are compared.
article_processing_charge: No
author:
- first_name: D.
  full_name: Pickup, D.
  last_name: Pickup
- first_name: X.
  full_name: Sun, X.
  last_name: Sun
- first_name: P. L.
  full_name: Rosin, P. L.
  last_name: Rosin
- first_name: R. R.
  full_name: Martin, R. R.
  last_name: Martin
- first_name: Z.
  full_name: Cheng, Z.
  last_name: Cheng
- first_name: Z.
  full_name: Lian, Z.
  last_name: Lian
- first_name: M.
  full_name: Aono, M.
  last_name: Aono
- first_name: A. Ben
  full_name: Hamza, A. Ben
  last_name: Hamza
- first_name: Alexander
  full_name: Bronstein, Alexander
  id: 58f3726e-7cba-11ef-ad8b-e6e8cb3904e6
  last_name: Bronstein
  orcid: 0000-0001-9699-8730
- first_name: M.
  full_name: Bronstein, M.
  last_name: Bronstein
- first_name: S.
  full_name: Bu, S.
  last_name: Bu
- first_name: U.
  full_name: Castellani, U.
  last_name: Castellani
- first_name: S.
  full_name: Cheng, S.
  last_name: Cheng
- first_name: V.
  full_name: Garro, V.
  last_name: Garro
- first_name: A.
  full_name: Giachetti, A.
  last_name: Giachetti
- first_name: A.
  full_name: Godil, A.
  last_name: Godil
- first_name: L.
  full_name: Isaia, L.
  last_name: Isaia
- first_name: J.
  full_name: Han, J.
  last_name: Han
- first_name: H.
  full_name: Johan, H.
  last_name: Johan
- first_name: L.
  full_name: Lai, L.
  last_name: Lai
- first_name: B.
  full_name: Li, B.
  last_name: Li
- first_name: C.
  full_name: Li, C.
  last_name: Li
- first_name: H.
  full_name: Li, H.
  last_name: Li
- first_name: R.
  full_name: Litman, R.
  last_name: Litman
- first_name: X.
  full_name: Liu, X.
  last_name: Liu
- first_name: Z.
  full_name: Liu, Z.
  last_name: Liu
- first_name: Y.
  full_name: Lu, Y.
  last_name: Lu
- first_name: L.
  full_name: Sun, L.
  last_name: Sun
- first_name: G.
  full_name: Tam, G.
  last_name: Tam
- first_name: A.
  full_name: Tatsuma, A.
  last_name: Tatsuma
- first_name: J.
  full_name: Ye, J.
  last_name: Ye
citation:
  ama: Pickup D, Sun X, Rosin PL, et al. Shape retrieval of non-rigid 3D human models.
    <i>International Journal of Computer Vision</i>. 2016;120(2):169-193. doi:<a href="https://doi.org/10.1007/s11263-016-0903-8">10.1007/s11263-016-0903-8</a>
  apa: Pickup, D., Sun, X., Rosin, P. L., Martin, R. R., Cheng, Z., Lian, Z., … Ye,
    J. (2016). Shape retrieval of non-rigid 3D human models. <i>International Journal
    of Computer Vision</i>. Springer Nature. <a href="https://doi.org/10.1007/s11263-016-0903-8">https://doi.org/10.1007/s11263-016-0903-8</a>
  chicago: Pickup, D., X. Sun, P. L. Rosin, R. R. Martin, Z. Cheng, Z. Lian, M. Aono,
    et al. “Shape Retrieval of Non-Rigid 3D Human Models.” <i>International Journal
    of Computer Vision</i>. Springer Nature, 2016. <a href="https://doi.org/10.1007/s11263-016-0903-8">https://doi.org/10.1007/s11263-016-0903-8</a>.
  ieee: D. Pickup <i>et al.</i>, “Shape retrieval of non-rigid 3D human models,” <i>International
    Journal of Computer Vision</i>, vol. 120, no. 2. Springer Nature, pp. 169–193,
    2016.
  ista: Pickup D, Sun X, Rosin PL, Martin RR, Cheng Z, Lian Z, Aono M, Hamza AB, Bronstein
    AM, Bronstein M, Bu S, Castellani U, Cheng S, Garro V, Giachetti A, Godil A, Isaia
    L, Han J, Johan H, Lai L, Li B, Li C, Li H, Litman R, Liu X, Liu Z, Lu Y, Sun
    L, Tam G, Tatsuma A, Ye J. 2016. Shape retrieval of non-rigid 3D human models.
    International Journal of Computer Vision. 120(2), 169–193.
  mla: Pickup, D., et al. “Shape Retrieval of Non-Rigid 3D Human Models.” <i>International
    Journal of Computer Vision</i>, vol. 120, no. 2, Springer Nature, 2016, pp. 169–93,
    doi:<a href="https://doi.org/10.1007/s11263-016-0903-8">10.1007/s11263-016-0903-8</a>.
  short: D. Pickup, X. Sun, P.L. Rosin, R.R. Martin, Z. Cheng, Z. Lian, M. Aono, A.B.
    Hamza, A.M. Bronstein, M. Bronstein, S. Bu, U. Castellani, S. Cheng, V. Garro,
    A. Giachetti, A. Godil, L. Isaia, J. Han, H. Johan, L. Lai, B. Li, C. Li, H. Li,
    R. Litman, X. Liu, Z. Liu, Y. Lu, L. Sun, G. Tam, A. Tatsuma, J. Ye, International
    Journal of Computer Vision 120 (2016) 169–193.
date_created: 2024-10-15T11:20:54Z
date_published: 2016-11-01T00:00:00Z
date_updated: 2024-12-18T15:13:03Z
day: '01'
doi: 10.1007/s11263-016-0903-8
extern: '1'
intvolume: '       120'
issue: '2'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.1007/s11263-016-0903-8
month: '11'
oa: 1
oa_version: Published Version
page: 169-193
publication: International Journal of Computer Vision
publication_identifier:
  eissn:
  - 1573-1405
  issn:
  - 0920-5691
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
scopus_import: '1'
status: public
title: Shape retrieval of non-rigid 3D human models
type: journal_article
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 120
year: '2016'
...
---
_id: '18374'
abstract:
- lang: eng
  text: The L 1 norm has been tremendously popular in signal and image processing
    in the past two decades due to its sparsity-promoting properties. More recently,
    its generalization to non-Euclidean domains has been found useful in shape analysis
    applications. For example, in conjunction with the minimization of the Dirichlet
    energy, it was shown to produce a compactly supported quasi-harmonic orthonormal
    basis, dubbed as compressed manifold modes [14]. The continuous L 1 norm on the
    manifold is often replaced by the vector ℓ 1 norm applied to sampled functions.
    We show that such an approach is incorrect in the sense that it does not consistently
    discretize the continuous norm and warn against its sensitivity to the specific
    sampling. We propose two alternative discretizations resulting in an iteratively-reweighed
    ℓ 2 norm. We demonstrate the proposed strategy on the compressed modes problem,
    which reduces to a sequence of simple eigendecomposition problems not requiring
    non-convex optimization on Stiefel manifolds and producing more stable and accurate
    results.
article_number: '7785118'
article_processing_charge: No
arxiv: 1
author:
- first_name: Alexander
  full_name: Bronstein, Alexander
  id: 58f3726e-7cba-11ef-ad8b-e6e8cb3904e6
  last_name: Bronstein
  orcid: 0000-0001-9699-8730
- first_name: Yoni
  full_name: Choukroun, Yoni
  last_name: Choukroun
- first_name: Ron
  full_name: Kimmel, Ron
  last_name: Kimmel
- first_name: Matan
  full_name: Sela, Matan
  last_name: Sela
citation:
  ama: 'Bronstein AM, Choukroun Y, Kimmel R, Sela M. Consistent discretization and
    minimization of the L1 norm on manifolds. In: <i>2016 Fourth International Conference
    on 3D Vision (3DV)</i>. IEEE; 2016. doi:<a href="https://doi.org/10.1109/3dv.2016.53">10.1109/3dv.2016.53</a>'
  apa: 'Bronstein, A. M., Choukroun, Y., Kimmel, R., &#38; Sela, M. (2016). Consistent
    discretization and minimization of the L1 norm on manifolds. In <i>2016 Fourth
    International Conference on 3D Vision (3DV)</i>.  Stanford, CA, United States:
    IEEE. <a href="https://doi.org/10.1109/3dv.2016.53">https://doi.org/10.1109/3dv.2016.53</a>'
  chicago: Bronstein, Alex M., Yoni Choukroun, Ron Kimmel, and Matan Sela. “Consistent
    Discretization and Minimization of the L1 Norm on Manifolds.” In <i>2016 Fourth
    International Conference on 3D Vision (3DV)</i>. IEEE, 2016. <a href="https://doi.org/10.1109/3dv.2016.53">https://doi.org/10.1109/3dv.2016.53</a>.
  ieee: A. M. Bronstein, Y. Choukroun, R. Kimmel, and M. Sela, “Consistent discretization
    and minimization of the L1 norm on manifolds,” in <i>2016 Fourth International
    Conference on 3D Vision (3DV)</i>,  Stanford, CA, United States, 2016.
  ista: Bronstein AM, Choukroun Y, Kimmel R, Sela M. 2016. Consistent discretization
    and minimization of the L1 norm on manifolds. 2016 Fourth International Conference
    on 3D Vision (3DV). 4th International Conference on 3D Vision, 7785118.
  mla: Bronstein, Alex M., et al. “Consistent Discretization and Minimization of the
    L1 Norm on Manifolds.” <i>2016 Fourth International Conference on 3D Vision (3DV)</i>,
    7785118, IEEE, 2016, doi:<a href="https://doi.org/10.1109/3dv.2016.53">10.1109/3dv.2016.53</a>.
  short: A.M. Bronstein, Y. Choukroun, R. Kimmel, M. Sela, in:, 2016 Fourth International
    Conference on 3D Vision (3DV), IEEE, 2016.
conference:
  end_date: 2016-10-28
  location: ' Stanford, CA, United States'
  name: 4th International Conference on 3D Vision
  start_date: 2016-10-25
date_created: 2024-10-15T11:20:54Z
date_published: 2016-12-19T00:00:00Z
date_updated: 2024-12-05T14:19:34Z
day: '19'
doi: 10.1109/3dv.2016.53
extern: '1'
external_id:
  arxiv:
  - '1609.05434'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.48550/arXiv.1609.05434
month: '12'
oa: 1
oa_version: Preprint
publication: 2016 Fourth International Conference on 3D Vision (3DV)
publication_identifier:
  isbn:
  - '9781509054084'
publication_status: published
publisher: IEEE
quality_controlled: '1'
scopus_import: '1'
status: public
title: Consistent discretization and minimization of the L1 norm on manifolds
type: conference
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
year: '2016'
...
---
_id: '18375'
abstract:
- lang: eng
  text: We present a method to approximate pairwise distance on a graph, having an
    amortized sub-linear complexity in its size. The proposed method follows the so
    called heat method due to Crane et al. The only additional input are the values
    of the eigenfunctions of the graph Laplacian at a subset of the vertices. Using
    these values we estimate a random walk from the source points, and normalize the
    result into a unit gradient function. The eigenfunctions are then used to synthesize
    distance values abiding by these constraints at desired locations. We show that
    this method works in practice on different types of inputs ranging from triangular
    meshes to general graphs. We also demonstrate that the resulting approximate distance
    is accurate enough to be used as the input to a recent method for intrinsic shape
    correspondence computation.
article_number: '7785125'
article_processing_charge: No
arxiv: 1
author:
- first_name: Roee
  full_name: Litman, Roee
  last_name: Litman
- first_name: Alexander
  full_name: Bronstein, Alexander
  id: 58f3726e-7cba-11ef-ad8b-e6e8cb3904e6
  last_name: Bronstein
  orcid: 0000-0001-9699-8730
citation:
  ama: 'Litman R, Bronstein AM. SpectroMeter: Amortized sublinear spectral approximation
    of distance on graphs. In: <i>2016 Fourth International Conference on 3D Vision
    (3DV)</i>. IEEE; 2016. doi:<a href="https://doi.org/10.1109/3dv.2016.60">10.1109/3dv.2016.60</a>'
  apa: 'Litman, R., &#38; Bronstein, A. M. (2016). SpectroMeter: Amortized sublinear
    spectral approximation of distance on graphs. In <i>2016 Fourth International
    Conference on 3D Vision (3DV)</i>. Stanford, CA, United States: IEEE. <a href="https://doi.org/10.1109/3dv.2016.60">https://doi.org/10.1109/3dv.2016.60</a>'
  chicago: 'Litman, Roee, and Alex M. Bronstein. “SpectroMeter: Amortized Sublinear
    Spectral Approximation of Distance on Graphs.” In <i>2016 Fourth International
    Conference on 3D Vision (3DV)</i>. IEEE, 2016. <a href="https://doi.org/10.1109/3dv.2016.60">https://doi.org/10.1109/3dv.2016.60</a>.'
  ieee: 'R. Litman and A. M. Bronstein, “SpectroMeter: Amortized sublinear spectral
    approximation of distance on graphs,” in <i>2016 Fourth International Conference
    on 3D Vision (3DV)</i>, Stanford, CA, United States, 2016.'
  ista: 'Litman R, Bronstein AM. 2016. SpectroMeter: Amortized sublinear spectral
    approximation of distance on graphs. 2016 Fourth International Conference on 3D
    Vision (3DV). 4th International Conference on 3D Vision, 7785125.'
  mla: 'Litman, Roee, and Alex M. Bronstein. “SpectroMeter: Amortized Sublinear Spectral
    Approximation of Distance on Graphs.” <i>2016 Fourth International Conference
    on 3D Vision (3DV)</i>, 7785125, IEEE, 2016, doi:<a href="https://doi.org/10.1109/3dv.2016.60">10.1109/3dv.2016.60</a>.'
  short: R. Litman, A.M. Bronstein, in:, 2016 Fourth International Conference on 3D
    Vision (3DV), IEEE, 2016.
conference:
  end_date: 2016-10-28
  location: Stanford, CA, United States
  name: 4th International Conference on 3D Vision
  start_date: 2016-10-25
date_created: 2024-10-15T11:20:54Z
date_published: 2016-12-19T00:00:00Z
date_updated: 2024-12-05T14:17:16Z
day: '19'
doi: 10.1109/3dv.2016.60
extern: '1'
external_id:
  arxiv:
  - '1609.05715'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.48550/arXiv.1609.05715
month: '12'
oa: 1
oa_version: Preprint
publication: 2016 Fourth International Conference on 3D Vision (3DV)
publication_identifier:
  isbn:
  - '9781509054084'
publication_status: published
publisher: IEEE
quality_controlled: '1'
scopus_import: '1'
status: public
title: 'SpectroMeter: Amortized sublinear spectral approximation of distance on graphs'
type: conference
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
year: '2016'
...
---
_id: '18388'
abstract:
- lang: eng
  text: The pursuit of smaller pixel sizes at ever increasing resolution in digital
    image sensors is mainly driven by the stringent price and form-factor requirements
    of sensors and optics in the cellular phone market. Recently, Eric Fossum proposed
    a novel concept of an image sensor with dense sub-diffraction limit one-bit pixels
    (jots), which can be considered a digital emulation of silver halide photographic
    film. This idea has been recently embodied as the EPFL Gigavision camera. A major
    bottleneck in the design of such sensors is the image reconstruction process,
    producing a continuous high dynamic range image from oversampled binary measurements.
    The extreme quantization of the Poisson statistics is incompatible with the assumptions
    of most standard image processing and enhancement frameworks. The recently proposed
    maximum-likelihood (ML) approach addresses this difficulty, but suffers from image
    artefacts and has impractically high computational complexity. In this work, we
    study a variant of a sensor with binary threshold pixels and propose a reconstruction
    algorithm combining an ML data fitting term with a sparse synthesis prior. We
    also show an efficient hardware-friendly real-time approximation of this inverse
    operator. Promising results are shown on synthetic data as well as on HDR data
    emulated using multiple exposures of a regular CMOS sensor.
article_number: '7492874'
article_processing_charge: No
arxiv: 1
author:
- first_name: Tal
  full_name: Remez, Tal
  last_name: Remez
- first_name: Or
  full_name: Litany, Or
  last_name: Litany
- first_name: Alexander
  full_name: Bronstein, Alexander
  id: 58f3726e-7cba-11ef-ad8b-e6e8cb3904e6
  last_name: Bronstein
  orcid: 0000-0001-9699-8730
citation:
  ama: 'Remez T, Litany O, Bronstein AM. A picture is worth a billion bits: Real-time
    image reconstruction from dense binary threshold pixels. In: <i>2016 IEEE International
    Conference on Computational Photography (ICCP)</i>. IEEE; 2016. doi:<a href="https://doi.org/10.1109/iccphot.2016.7492874">10.1109/iccphot.2016.7492874</a>'
  apa: 'Remez, T., Litany, O., &#38; Bronstein, A. M. (2016). A picture is worth a
    billion bits: Real-time image reconstruction from dense binary threshold pixels.
    In <i>2016 IEEE International Conference on Computational Photography (ICCP)</i>.
    Evanston, IL, United States: IEEE. <a href="https://doi.org/10.1109/iccphot.2016.7492874">https://doi.org/10.1109/iccphot.2016.7492874</a>'
  chicago: 'Remez, Tal, Or Litany, and Alex M. Bronstein. “A Picture Is Worth a Billion
    Bits: Real-Time Image Reconstruction from Dense Binary Threshold Pixels.” In <i>2016
    IEEE International Conference on Computational Photography (ICCP)</i>. IEEE, 2016.
    <a href="https://doi.org/10.1109/iccphot.2016.7492874">https://doi.org/10.1109/iccphot.2016.7492874</a>.'
  ieee: 'T. Remez, O. Litany, and A. M. Bronstein, “A picture is worth a billion bits:
    Real-time image reconstruction from dense binary threshold pixels,” in <i>2016
    IEEE International Conference on Computational Photography (ICCP)</i>, Evanston,
    IL, United States, 2016.'
  ista: 'Remez T, Litany O, Bronstein AM. 2016. A picture is worth a billion bits:
    Real-time image reconstruction from dense binary threshold pixels. 2016 IEEE International
    Conference on Computational Photography (ICCP). IEEE International Conference
    on Computational Photography, 7492874.'
  mla: 'Remez, Tal, et al. “A Picture Is Worth a Billion Bits: Real-Time Image Reconstruction
    from Dense Binary Threshold Pixels.” <i>2016 IEEE International Conference on
    Computational Photography (ICCP)</i>, 7492874, IEEE, 2016, doi:<a href="https://doi.org/10.1109/iccphot.2016.7492874">10.1109/iccphot.2016.7492874</a>.'
  short: T. Remez, O. Litany, A.M. Bronstein, in:, 2016 IEEE International Conference
    on Computational Photography (ICCP), IEEE, 2016.
conference:
  end_date: 2016-05-15
  location: Evanston, IL, United States
  name: IEEE International Conference on Computational Photography
  start_date: 2016-05-13
date_created: 2024-10-15T11:20:54Z
date_published: 2016-06-16T00:00:00Z
date_updated: 2024-12-05T14:16:11Z
day: '16'
doi: 10.1109/iccphot.2016.7492874
extern: '1'
external_id:
  arxiv:
  - '1510.04601'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.48550/arXiv.1510.04601
month: '06'
oa: 1
oa_version: Preprint
publication: 2016 IEEE International Conference on Computational Photography (ICCP)
publication_identifier:
  eisbn:
  - '9781467386234'
publication_status: published
publisher: IEEE
quality_controlled: '1'
scopus_import: '1'
status: public
title: 'A picture is worth a billion bits: Real-time image reconstruction from dense
  binary threshold pixels'
type: conference
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
year: '2016'
...
---
_id: '18419'
abstract:
- lang: eng
  text: Three important properties of a classification machinery are i) the system
    preserves the core information of the input data; ii) the training examples convey
    information about unseen data; and iii) the system is able to treat differently
    points from different classes. In this paper, we show that these fundamental properties
    are satisfied by the architecture of deep neural networks. We formally prove that
    these networks with random Gaussian weights perform a distance-preserving embedding
    of the data, with a special treatment for in-class and out-of-class data. Similar
    points at the input of the network are likely to have a similar output. The theoretical
    analysis of deep networks here presented exploits tools used in the compressed
    sensing and dictionary learning literature, thereby making a formal connection
    between these important topics. The derived results allow drawing conclusions
    on the metric learning properties of the network and their relation to its structure,
    as well as providing bounds on the required size of the training set such that
    the training examples would represent faithfully the unseen data. The results
    are validated with state-of-the-art trained networks.
article_processing_charge: No
arxiv: 1
author:
- first_name: Raja
  full_name: Giryes, Raja
  last_name: Giryes
- first_name: Guillermo
  full_name: Sapiro, Guillermo
  last_name: Sapiro
- first_name: Alexander
  full_name: Bronstein, Alexander
  id: 58f3726e-7cba-11ef-ad8b-e6e8cb3904e6
  last_name: Bronstein
  orcid: 0000-0001-9699-8730
citation:
  ama: 'Giryes R, Sapiro G, Bronstein AM. Deep neural networks with random Gaussian
    weights: A universal classification strategy? <i>IEEE Transactions on Signal Processing</i>.
    2016;64(13):3444-3457. doi:<a href="https://doi.org/10.1109/tsp.2016.2546221">10.1109/tsp.2016.2546221</a>'
  apa: 'Giryes, R., Sapiro, G., &#38; Bronstein, A. M. (2016). Deep neural networks
    with random Gaussian weights: A universal classification strategy? <i>IEEE Transactions
    on Signal Processing</i>. IEEE. <a href="https://doi.org/10.1109/tsp.2016.2546221">https://doi.org/10.1109/tsp.2016.2546221</a>'
  chicago: 'Giryes, Raja, Guillermo Sapiro, and Alex M. Bronstein. “Deep Neural Networks
    with Random Gaussian Weights: A Universal Classification Strategy?” <i>IEEE Transactions
    on Signal Processing</i>. IEEE, 2016. <a href="https://doi.org/10.1109/tsp.2016.2546221">https://doi.org/10.1109/tsp.2016.2546221</a>.'
  ieee: 'R. Giryes, G. Sapiro, and A. M. Bronstein, “Deep neural networks with random
    Gaussian weights: A universal classification strategy?,” <i>IEEE Transactions
    on Signal Processing</i>, vol. 64, no. 13. IEEE, pp. 3444–3457, 2016.'
  ista: 'Giryes R, Sapiro G, Bronstein AM. 2016. Deep neural networks with random
    Gaussian weights: A universal classification strategy? IEEE Transactions on Signal
    Processing. 64(13), 3444–3457.'
  mla: 'Giryes, Raja, et al. “Deep Neural Networks with Random Gaussian Weights: A
    Universal Classification Strategy?” <i>IEEE Transactions on Signal Processing</i>,
    vol. 64, no. 13, IEEE, 2016, pp. 3444–57, doi:<a href="https://doi.org/10.1109/tsp.2016.2546221">10.1109/tsp.2016.2546221</a>.'
  short: R. Giryes, G. Sapiro, A.M. Bronstein, IEEE Transactions on Signal Processing
    64 (2016) 3444–3457.
date_created: 2024-10-15T11:20:55Z
date_published: 2016-07-01T00:00:00Z
date_updated: 2024-12-18T11:49:18Z
day: '01'
doi: 10.1109/tsp.2016.2546221
extern: '1'
external_id:
  arxiv:
  - '1504.08291'
intvolume: '        64'
issue: '13'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.48550/arXiv.1504.08291
month: '07'
oa: 1
oa_version: Preprint
page: 3444-3457
publication: IEEE Transactions on Signal Processing
publication_identifier:
  eissn:
  - 1941-0476
  issn:
  - 1053-587X
publication_status: published
publisher: IEEE
quality_controlled: '1'
related_material:
  link:
  - relation: erratum
    url: https://doi.org/10.1109/TSP.2019.2961228
scopus_import: '1'
status: public
title: 'Deep neural networks with random Gaussian weights: A universal classification
  strategy?'
type: journal_article
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 64
year: '2016'
...
---
_id: '18426'
abstract:
- lang: eng
  text: Shape correspondence is a fundamental problem in computer graphics and vision,
    with applications in various problems including animation, texture mapping, robotic
    vision, medical imaging, archaeology and many more. In settings where the shapes
    are allowed to undergo non-rigid deformations and only partial views are available,
    the problem becomes very challenging. To this end, we present a non-rigid multi-part
    shape matching algorithm. We assume to be given a reference shape and its multiple
    parts undergoing a non-rigid deformation. Each of these query parts can be additionally
    contaminated by clutter, may overlap with other parts, and there might be missing
    parts or redundant ones. Our method simultaneously solves for the segmentation
    of the reference model, and for a dense correspondence to (subsets of) the parts.
    Experimental results on synthetic as well as real scans demonstrate the effectiveness
    of our method in dealing with this challenging matching scenario.
article_processing_charge: No
author:
- first_name: O.
  full_name: Litany, O.
  last_name: Litany
- first_name: E.
  full_name: Rodolà, E.
  last_name: Rodolà
- first_name: Alexander
  full_name: Bronstein, Alexander
  id: 58f3726e-7cba-11ef-ad8b-e6e8cb3904e6
  last_name: Bronstein
  orcid: 0000-0001-9699-8730
- first_name: M. M.
  full_name: Bronstein, M. M.
  last_name: Bronstein
- first_name: D.
  full_name: Cremers, D.
  last_name: Cremers
citation:
  ama: Litany O, Rodolà E, Bronstein AM, Bronstein MM, Cremers D. Non‐rigid puzzles.
    <i>Computer Graphics Forum</i>. 2016;35(5):135-143. doi:<a href="https://doi.org/10.1111/cgf.12970">10.1111/cgf.12970</a>
  apa: Litany, O., Rodolà, E., Bronstein, A. M., Bronstein, M. M., &#38; Cremers,
    D. (2016). Non‐rigid puzzles. <i>Computer Graphics Forum</i>. Wiley. <a href="https://doi.org/10.1111/cgf.12970">https://doi.org/10.1111/cgf.12970</a>
  chicago: Litany, O., E. Rodolà, Alex M. Bronstein, M. M. Bronstein, and D. Cremers.
    “Non‐rigid Puzzles.” <i>Computer Graphics Forum</i>. Wiley, 2016. <a href="https://doi.org/10.1111/cgf.12970">https://doi.org/10.1111/cgf.12970</a>.
  ieee: O. Litany, E. Rodolà, A. M. Bronstein, M. M. Bronstein, and D. Cremers, “Non‐rigid
    puzzles,” <i>Computer Graphics Forum</i>, vol. 35, no. 5. Wiley, pp. 135–143,
    2016.
  ista: Litany O, Rodolà E, Bronstein AM, Bronstein MM, Cremers D. 2016. Non‐rigid
    puzzles. Computer Graphics Forum. 35(5), 135–143.
  mla: Litany, O., et al. “Non‐rigid Puzzles.” <i>Computer Graphics Forum</i>, vol.
    35, no. 5, Wiley, 2016, pp. 135–43, doi:<a href="https://doi.org/10.1111/cgf.12970">10.1111/cgf.12970</a>.
  short: O. Litany, E. Rodolà, A.M. Bronstein, M.M. Bronstein, D. Cremers, Computer
    Graphics Forum 35 (2016) 135–143.
date_created: 2024-10-15T11:20:55Z
date_published: 2016-08-01T00:00:00Z
date_updated: 2024-12-19T14:29:56Z
day: '01'
doi: 10.1111/cgf.12970
extern: '1'
intvolume: '        35'
issue: '5'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.48550/arXiv.2011.13076
month: '08'
oa: 1
oa_version: Preprint
page: 135-143
publication: Computer Graphics Forum
publication_identifier:
  eissn:
  - 1467-8659
  issn:
  - 0167-7055
publication_status: published
publisher: Wiley
quality_controlled: '1'
scopus_import: '1'
status: public
title: Non‐rigid puzzles
type: journal_article
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 35
year: '2016'
...
---
_id: '18430'
abstract:
- lang: eng
  text: Sparse models in dictionary learning have been successfully applied in a wide
    variety of machine learning and computer vision problems, and as a result have
    recently attracted increased research interest. Another interesting related problem
    based on linear equality constraints, namely the sparse null space (SNS) problem,
    first appeared in 1986 and has since inspired results on sparse basis pursuit.
    In this paper, we investigate the relation between the SNS problem and the analysis
    dictionary learning (ADL) problem, and show that the SNS problem plays a central
    role, and may be utilized to solve dictionary learning problems. Moreover, we
    propose an efficient algorithm of sparse null space basis pursuit (SNS-BP) and
    extend it to a solution of ADL. Experimental results on numerical synthetic data
    and real-world data are further presented to validate the performance of our method.
article_processing_charge: No
author:
- first_name: Xiao
  full_name: Bian, Xiao
  last_name: Bian
- first_name: Hamid
  full_name: Krim, Hamid
  last_name: Krim
- first_name: Alexander
  full_name: Bronstein, Alexander
  id: 58f3726e-7cba-11ef-ad8b-e6e8cb3904e6
  last_name: Bronstein
  orcid: 0000-0001-9699-8730
- first_name: Liyi
  full_name: Dai, Liyi
  last_name: Dai
citation:
  ama: 'Bian X, Krim H, Bronstein AM, Dai L. Sparsity and nullity: Paradigms for analysis
    dictionary learning. <i>SIAM Journal on Imaging Sciences</i>. 2016;9(3):1107-1126.
    doi:<a href="https://doi.org/10.1137/15m1030376">10.1137/15m1030376</a>'
  apa: 'Bian, X., Krim, H., Bronstein, A. M., &#38; Dai, L. (2016). Sparsity and nullity:
    Paradigms for analysis dictionary learning. <i>SIAM Journal on Imaging Sciences</i>.
    Society for Industrial &#38; Applied Mathematics. <a href="https://doi.org/10.1137/15m1030376">https://doi.org/10.1137/15m1030376</a>'
  chicago: 'Bian, Xiao, Hamid Krim, Alex M. Bronstein, and Liyi Dai. “Sparsity and
    Nullity: Paradigms for Analysis Dictionary Learning.” <i>SIAM Journal on Imaging
    Sciences</i>. Society for Industrial &#38; Applied Mathematics, 2016. <a href="https://doi.org/10.1137/15m1030376">https://doi.org/10.1137/15m1030376</a>.'
  ieee: 'X. Bian, H. Krim, A. M. Bronstein, and L. Dai, “Sparsity and nullity: Paradigms
    for analysis dictionary learning,” <i>SIAM Journal on Imaging Sciences</i>, vol.
    9, no. 3. Society for Industrial &#38; Applied Mathematics, pp. 1107–1126, 2016.'
  ista: 'Bian X, Krim H, Bronstein AM, Dai L. 2016. Sparsity and nullity: Paradigms
    for analysis dictionary learning. SIAM Journal on Imaging Sciences. 9(3), 1107–1126.'
  mla: 'Bian, Xiao, et al. “Sparsity and Nullity: Paradigms for Analysis Dictionary
    Learning.” <i>SIAM Journal on Imaging Sciences</i>, vol. 9, no. 3, Society for
    Industrial &#38; Applied Mathematics, 2016, pp. 1107–26, doi:<a href="https://doi.org/10.1137/15m1030376">10.1137/15m1030376</a>.'
  short: X. Bian, H. Krim, A.M. Bronstein, L. Dai, SIAM Journal on Imaging Sciences
    9 (2016) 1107–1126.
date_created: 2024-10-15T11:20:55Z
date_published: 2016-08-09T00:00:00Z
date_updated: 2024-12-19T13:05:21Z
day: '09'
doi: 10.1137/15m1030376
extern: '1'
intvolume: '         9'
issue: '3'
language:
- iso: eng
month: '08'
oa_version: None
page: 1107-1126
publication: SIAM Journal on Imaging Sciences
publication_identifier:
  eissn:
  - 1936-4954
publication_status: published
publisher: Society for Industrial & Applied Mathematics
quality_controlled: '1'
scopus_import: '1'
status: public
title: 'Sparsity and nullity: Paradigms for analysis dictionary learning'
type: journal_article
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 9
year: '2016'
...
