---
OA_place: publisher
_id: '9962'
abstract:
- lang: eng
text: The brain is one of the largest and most complex organs and it is composed
of billions of neurons that communicate together enabling e.g. consciousness.
The cerebral cortex is the largest site of neural integration in the central nervous
system. Concerted radial migration of newly born cortical projection neurons,
from their birthplace to their final position, is a key step in the assembly of
the cerebral cortex. The cellular and molecular mechanisms regulating radial neuronal
migration in vivo are however still unclear. Recent evidence suggests that distinct
signaling cues act cell-autonomously but differentially at certain steps during
the overall migration process. Moreover, functional analysis of genetic mosaics
(mutant neurons present in wild-type/heterozygote environment) using the MADM
(Mosaic Analysis with Double Markers) analyses in comparison to global knockout
also indicate a significant degree of non-cell-autonomous and/or community effects
in the control of cortical neuron migration. The interactions of cell-intrinsic
(cell-autonomous) and cell-extrinsic (non-cell-autonomous) components are largely
unknown. In part of this thesis work we established a MADM-based experimental
strategy for the quantitative analysis of cell-autonomous gene function versus
non-cell-autonomous and/or community effects. The direct comparison of mutant
neurons from the genetic mosaic (cell-autonomous) to mutant neurons in the conditional
and/or global knockout (cell-autonomous + non-cell-autonomous) allows to quantitatively
analyze non-cell-autonomous effects. Such analysis enable the high-resolution
analysis of projection neuron migration dynamics in distinct environments with
concomitant isolation of genomic and proteomic profiles. Using these experimental
paradigms and in combination with computational modeling we show and characterize
the nature of non-cell-autonomous effects to coordinate radial neuron migration.
Furthermore, this thesis discusses recent developments in neurodevelopment with
focus on neuronal polarization and non-cell-autonomous mechanisms in neuronal
migration.
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Andi H
full_name: Hansen, Andi H
id: 38853E16-F248-11E8-B48F-1D18A9856A87
last_name: Hansen
citation:
ama: Hansen AH. Cell-autonomous gene function and non-cell-autonomous effects in
radial projection neuron migration. 2021. doi:10.15479/at:ista:9962
apa: Hansen, A. H. (2021). Cell-autonomous gene function and non-cell-autonomous
effects in radial projection neuron migration. Institute of Science and Technology
Austria. https://doi.org/10.15479/at:ista:9962
chicago: Hansen, Andi H. “Cell-Autonomous Gene Function and Non-Cell-Autonomous
Effects in Radial Projection Neuron Migration.” Institute of Science and Technology
Austria, 2021. https://doi.org/10.15479/at:ista:9962.
ieee: A. H. Hansen, “Cell-autonomous gene function and non-cell-autonomous effects
in radial projection neuron migration,” Institute of Science and Technology Austria,
2021.
ista: Hansen AH. 2021. Cell-autonomous gene function and non-cell-autonomous effects
in radial projection neuron migration. Institute of Science and Technology Austria.
mla: Hansen, Andi H. Cell-Autonomous Gene Function and Non-Cell-Autonomous Effects
in Radial Projection Neuron Migration. Institute of Science and Technology
Austria, 2021, doi:10.15479/at:ista:9962.
short: A.H. Hansen, Cell-Autonomous Gene Function and Non-Cell-Autonomous Effects
in Radial Projection Neuron Migration, Institute of Science and Technology Austria,
2021.
corr_author: '1'
date_created: 2021-08-29T12:36:50Z
date_published: 2021-09-02T00:00:00Z
date_updated: 2026-04-08T07:19:09Z
day: '02'
ddc:
- '570'
degree_awarded: PhD
department:
- _id: GradSch
- _id: SiHi
doi: 10.15479/at:ista:9962
file:
- access_level: closed
checksum: 66b56f5b988b233dc66a4f4b4fb2cdfe
content_type: application/vnd.openxmlformats-officedocument.wordprocessingml.document
creator: ahansen
date_created: 2021-08-30T09:17:39Z
date_updated: 2022-09-03T22:30:04Z
embargo_to: open_access
file_id: '9971'
file_name: Thesis_Hansen.docx
file_size: 10629190
relation: source_file
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checksum: 204fa40321a1c6289b68c473634c4bf3
content_type: application/pdf
creator: ahansen
date_created: 2021-08-30T09:29:44Z
date_updated: 2022-09-03T22:30:04Z
embargo: 2022-09-02
file_id: '9972'
file_name: Thesis_Hansen_PDFA-1a.pdf
file_size: 13457469
relation: main_file
file_date_updated: 2022-09-03T22:30:04Z
has_accepted_license: '1'
keyword:
- Neuronal migration
- Non-cell-autonomous
- Cell-autonomous
- Neurodevelopmental disease
language:
- iso: eng
month: '09'
oa: 1
oa_version: Published Version
page: '182'
project:
- _id: 2625A13E-B435-11E9-9278-68D0E5697425
grant_number: '24812'
name: Molecular mechanisms of radial neuronal migration
publication_identifier:
issn:
- 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
record:
- id: '8569'
relation: part_of_dissertation
status: public
- id: '960'
relation: part_of_dissertation
status: public
status: public
supervisor:
- first_name: Simon
full_name: Hippenmeyer, Simon
id: 37B36620-F248-11E8-B48F-1D18A9856A87
last_name: Hippenmeyer
orcid: 0000-0003-2279-1061
title: Cell-autonomous gene function and non-cell-autonomous effects in radial projection
neuron migration
tmp:
image: /images/cc_by.png
legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
short: CC BY (4.0)
type: dissertation
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
year: '2021'
...
---
_id: '9437'
abstract:
- lang: eng
text: The synaptic connection from medial habenula (MHb) to interpeduncular nucleus
(IPN) is critical for emotion-related behaviors and uniquely expresses R-type
Ca2+ channels (Cav2.3) and auxiliary GABAB receptor (GBR) subunits, the K+-channel
tetramerization domain-containing proteins (KCTDs). Activation of GBRs facilitates
or inhibits transmitter release from MHb terminals depending on the IPN subnucleus,
but the role of KCTDs is unknown. We therefore examined the localization and function
of Cav2.3, GBRs, and KCTDs in this pathway in mice. We show in heterologous cells
that KCTD8 and KCTD12b directly bind to Cav2.3 and that KCTD8 potentiates Cav2.3
currents in the absence of GBRs. In the rostral IPN, KCTD8, KCTD12b, and Cav2.3
co-localize at the presynaptic active zone. Genetic deletion indicated a bidirectional
modulation of Cav2.3-mediated release by these KCTDs with a compensatory increase
of KCTD8 in the active zone in KCTD12b-deficient mice. The interaction of Cav2.3
with KCTDs therefore scales synaptic strength independent of GBR activation.
acknowledgement: We are grateful to Akari Hagiwara and Toshihisa Ohtsuka for CAST
antibody, and Masahiko Watanabe for neurexin antibody. We thank David Adams for
kindly providing the stable Cav2.3 cell line. Cav2.3 KO mice were kindly provided
by Tsutomu Tanabe. This project has received funding from the European Research
Council (ERC) and European Commission (EC), under the European Union’s Horizon 2020
research and innovation programme (ERC grant agreement no. 694539 to Ryuichi Shigemoto,
no. 692692 to Peter Jonas, and the Marie Skłodowska-Curie grant agreement no. 665385
to Cihan Önal), the Swiss National Science Foundation Grant 31003A-172881 to Bernhard
Bettler and Deutsche Forschungsgemeinschaft (For 2143) and BIOSS-2 to Akos Kulik.
article_number: e68274
article_processing_charge: No
article_type: original
author:
- first_name: Pradeep
full_name: Bhandari, Pradeep
id: 45EDD1BC-F248-11E8-B48F-1D18A9856A87
last_name: Bhandari
orcid: 0000-0003-0863-4481
- first_name: David H
full_name: Vandael, David H
id: 3AE48E0A-F248-11E8-B48F-1D18A9856A87
last_name: Vandael
orcid: 0000-0001-7577-1676
- first_name: Diego
full_name: Fernández-Fernández, Diego
last_name: Fernández-Fernández
- first_name: Thorsten
full_name: Fritzius, Thorsten
last_name: Fritzius
- first_name: David
full_name: Kleindienst, David
id: 42E121A4-F248-11E8-B48F-1D18A9856A87
last_name: Kleindienst
- first_name: Hüseyin C
full_name: Önal, Hüseyin C
id: 4659D740-F248-11E8-B48F-1D18A9856A87
last_name: Önal
orcid: 0000-0002-2771-2011
- first_name: Jacqueline-Claire
full_name: Montanaro-Punzengruber, Jacqueline-Claire
id: 3786AB44-F248-11E8-B48F-1D18A9856A87
last_name: Montanaro-Punzengruber
- first_name: Martin
full_name: Gassmann, Martin
last_name: Gassmann
- first_name: Peter M
full_name: Jonas, Peter M
id: 353C1B58-F248-11E8-B48F-1D18A9856A87
last_name: Jonas
orcid: 0000-0001-5001-4804
- first_name: Akos
full_name: Kulik, Akos
last_name: Kulik
- first_name: Bernhard
full_name: Bettler, Bernhard
last_name: Bettler
- first_name: Ryuichi
full_name: Shigemoto, Ryuichi
id: 499F3ABC-F248-11E8-B48F-1D18A9856A87
last_name: Shigemoto
orcid: 0000-0001-8761-9444
- first_name: Peter
full_name: Koppensteiner, Peter
id: 3B8B25A8-F248-11E8-B48F-1D18A9856A87
last_name: Koppensteiner
orcid: 0000-0002-3509-1948
citation:
ama: Bhandari P, Vandael DH, Fernández-Fernández D, et al. GABAB receptor auxiliary
subunits modulate Cav2.3-mediated release from medial habenula terminals. eLife.
2021;10. doi:10.7554/ELIFE.68274
apa: Bhandari, P., Vandael, D. H., Fernández-Fernández, D., Fritzius, T., Kleindienst,
D., Önal, C., … Koppensteiner, P. (2021). GABAB receptor auxiliary subunits modulate
Cav2.3-mediated release from medial habenula terminals. ELife. eLife Sciences
Publications. https://doi.org/10.7554/ELIFE.68274
chicago: Bhandari, Pradeep, David H Vandael, Diego Fernández-Fernández, Thorsten
Fritzius, David Kleindienst, Cihan Önal, Jacqueline-Claire Montanaro-Punzengruber,
et al. “GABAB Receptor Auxiliary Subunits Modulate Cav2.3-Mediated Release from
Medial Habenula Terminals.” ELife. eLife Sciences Publications, 2021. https://doi.org/10.7554/ELIFE.68274.
ieee: P. Bhandari et al., “GABAB receptor auxiliary subunits modulate Cav2.3-mediated
release from medial habenula terminals,” eLife, vol. 10. eLife Sciences
Publications, 2021.
ista: Bhandari P, Vandael DH, Fernández-Fernández D, Fritzius T, Kleindienst D,
Önal C, Montanaro-Punzengruber J-C, Gassmann M, Jonas PM, Kulik A, Bettler B,
Shigemoto R, Koppensteiner P. 2021. GABAB receptor auxiliary subunits modulate
Cav2.3-mediated release from medial habenula terminals. eLife. 10, e68274.
mla: Bhandari, Pradeep, et al. “GABAB Receptor Auxiliary Subunits Modulate Cav2.3-Mediated
Release from Medial Habenula Terminals.” ELife, vol. 10, e68274, eLife
Sciences Publications, 2021, doi:10.7554/ELIFE.68274.
short: P. Bhandari, D.H. Vandael, D. Fernández-Fernández, T. Fritzius, D. Kleindienst,
C. Önal, J.-C. Montanaro-Punzengruber, M. Gassmann, P.M. Jonas, A. Kulik, B. Bettler,
R. Shigemoto, P. Koppensteiner, ELife 10 (2021).
date_created: 2021-05-30T22:01:23Z
date_published: 2021-04-29T00:00:00Z
date_updated: 2026-08-12T22:31:01Z
day: '29'
ddc:
- '570'
department:
- _id: RySh
- _id: PeJo
doi: 10.7554/ELIFE.68274
ec_funded: 1
external_id:
isi:
- '000651761700001'
pmid:
- '33913808'
file:
- access_level: open_access
checksum: 6ebcb79999f889766f7cd79ee134ad28
content_type: application/pdf
creator: cziletti
date_created: 2021-05-31T09:43:09Z
date_updated: 2021-05-31T09:43:09Z
file_id: '9440'
file_name: 2021_eLife_Bhandari.pdf
file_size: 8174719
relation: main_file
success: 1
file_date_updated: 2021-05-31T09:43:09Z
has_accepted_license: '1'
intvolume: ' 10'
isi: 1
language:
- iso: eng
month: '04'
oa: 1
oa_version: Published Version
pmid: 1
project:
- _id: 25CA28EA-B435-11E9-9278-68D0E5697425
call_identifier: H2020
grant_number: '694539'
name: 'In situ analysis of single channel subunit composition in neurons: physiological
implication in synaptic plasticity and behaviour'
- _id: 25B7EB9E-B435-11E9-9278-68D0E5697425
call_identifier: H2020
grant_number: '692692'
name: Biophysics and circuit function of a giant cortical glutamatergic synapse
- _id: 2564DBCA-B435-11E9-9278-68D0E5697425
call_identifier: H2020
grant_number: '665385'
name: International IST Doctoral Program
publication: eLife
publication_identifier:
eissn:
- 2050-084X
publication_status: published
publisher: eLife Sciences Publications
quality_controlled: '1'
related_material:
link:
- relation: earlier_version
url: https://doi.org/10.1101/2020.04.16.045112
record:
- id: '19271'
relation: dissertation_contains
status: public
- id: '9562'
relation: dissertation_contains
status: public
scopus_import: '1'
status: public
title: GABAB receptor auxiliary subunits modulate Cav2.3-mediated release from medial
habenula terminals
tmp:
image: /images/cc_by.png
legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
short: CC BY (4.0)
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 10
year: '2021'
...
---
OA_place: publisher
_id: '9562'
abstract:
- lang: eng
text: Left-right asymmetries can be considered a fundamental organizational principle
of the vertebrate central nervous system. The hippocampal CA3-CA1 pyramidal cell
synaptic connection shows an input-side dependent asymmetry where the hemispheric
location of the presynaptic CA3 neuron determines the synaptic properties. Left-input
synapses terminating on apical dendrites in stratum radiatum have a higher density
of NMDA receptor subunit GluN2B, a lower density of AMPA receptor subunit GluA1
and smaller areas with less often perforated PSDs. On the other hand, left-input
synapses terminating on basal dendrites in stratum oriens have lower GluN2B densities
than right-input ones. Apical and basal synapses further employ different signaling
pathways involved in LTP. SDS-digested freeze-fracture replica labeling can visualize
synaptic membrane proteins with high sensitivity and resolution, and has been
used to reveal the asymmetry at the electron microscopic level. However, it requires
time-consuming manual demarcation of the synaptic surface for quantitative measurements.
To facilitate the analysis of replica labeling, I first developed a software named
Darea, which utilizes deep-learning to automatize this demarcation. With Darea
I characterized the synaptic distribution of NMDA and AMPA receptors as well as
the voltage-gated Ca2+ channels in CA1 stratum radiatum and oriens. Second, I
explored the role of GluN2B and its carboxy-terminus in the establishment of input-side
dependent hippocampal asymmetry. In conditional knock-out mice lacking GluN2B
expression in CA1 and GluN2B-2A swap mice, where GluN2B carboxy-terminus was exchanged
to that of GluN2A, no significant asymmetries of GluN2B, GluA1 and PSD area were
detected. We further discovered a previously unknown functional asymmetry of GluN2A,
which was also lost in the swap mouse. These results demonstrate that GluN2B carboxy-terminus
plays a critical role in normal formation of input-side dependent asymmetry.
acknowledged_ssus:
- _id: EM-Fac
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: David
full_name: Kleindienst, David
id: 42E121A4-F248-11E8-B48F-1D18A9856A87
last_name: Kleindienst
citation:
ama: 'Kleindienst D. 2B or not 2B: Hippocampal asymmetries mediated by NMDA receptor
subunit GluN2B C-terminus and high-throughput image analysis by Deep-Learning.
2021. doi:10.15479/at:ista:9562'
apa: 'Kleindienst, D. (2021). 2B or not 2B: Hippocampal asymmetries mediated
by NMDA receptor subunit GluN2B C-terminus and high-throughput image analysis
by Deep-Learning. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:9562'
chicago: 'Kleindienst, David. “2B or Not 2B: Hippocampal Asymmetries Mediated by
NMDA Receptor Subunit GluN2B C-Terminus and High-Throughput Image Analysis by
Deep-Learning.” Institute of Science and Technology Austria, 2021. https://doi.org/10.15479/at:ista:9562.'
ieee: 'D. Kleindienst, “2B or not 2B: Hippocampal asymmetries mediated by NMDA receptor
subunit GluN2B C-terminus and high-throughput image analysis by Deep-Learning,”
Institute of Science and Technology Austria, 2021.'
ista: 'Kleindienst D. 2021. 2B or not 2B: Hippocampal asymmetries mediated by NMDA
receptor subunit GluN2B C-terminus and high-throughput image analysis by Deep-Learning.
Institute of Science and Technology Austria.'
mla: 'Kleindienst, David. 2B or Not 2B: Hippocampal Asymmetries Mediated by NMDA
Receptor Subunit GluN2B C-Terminus and High-Throughput Image Analysis by Deep-Learning.
Institute of Science and Technology Austria, 2021, doi:10.15479/at:ista:9562.'
short: 'D. Kleindienst, 2B or Not 2B: Hippocampal Asymmetries Mediated by NMDA Receptor
Subunit GluN2B C-Terminus and High-Throughput Image Analysis by Deep-Learning,
Institute of Science and Technology Austria, 2021.'
corr_author: '1'
date_created: 2021-06-17T14:10:47Z
date_published: 2021-06-01T00:00:00Z
date_updated: 2026-07-06T13:11:44Z
day: '01'
ddc:
- '570'
degree_awarded: PhD
department:
- _id: GradSch
- _id: RySh
doi: 10.15479/at:ista:9562
file:
- access_level: open_access
checksum: 659df5518db495f679cb1df9e9bd1d94
content_type: application/pdf
creator: dkleindienst
date_created: 2021-06-17T14:03:14Z
date_updated: 2022-07-02T22:30:04Z
embargo: 2022-07-01
file_id: '9563'
file_name: Thesis.pdf
file_size: 77299142
relation: main_file
- access_level: closed
checksum: 3bcf63a2b19e5b6663be051bea332748
content_type: application/zip
creator: dkleindienst
date_created: 2021-06-17T14:04:30Z
date_updated: 2022-07-02T22:30:04Z
embargo_to: open_access
file_id: '9564'
file_name: Thesis_source.zip
file_size: 369804895
relation: source_file
file_date_updated: 2022-07-02T22:30:04Z
has_accepted_license: '1'
language:
- iso: eng
month: '06'
oa: 1
oa_version: Published Version
page: '124'
publication_identifier:
issn:
- 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
related_material:
record:
- id: '9437'
relation: part_of_dissertation
status: public
- id: '612'
relation: part_of_dissertation
status: public
- id: '8532'
relation: part_of_dissertation
status: public
- id: '9756'
relation: part_of_dissertation
status: public
status: public
supervisor:
- first_name: Ryuichi
full_name: Shigemoto, Ryuichi
id: 499F3ABC-F248-11E8-B48F-1D18A9856A87
last_name: Shigemoto
orcid: 0000-0001-8761-9444
title: '2B or not 2B: Hippocampal asymmetries mediated by NMDA receptor subunit GluN2B
C-terminus and high-throughput image analysis by Deep-Learning'
type: dissertation
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
year: '2021'
...
---
_id: '9756'
abstract:
- lang: eng
text: High-resolution visualization and quantification of membrane proteins contribute
to the understanding of their functions and the roles they play in physiological
and pathological conditions. Sodium dodecyl sulfate-digested freeze-fracture replica
labeling (SDS-FRL) is a powerful electron microscopy method to study quantitatively
the two-dimensional distribution of transmembrane proteins and their tightly associated
proteins. During treatment with SDS, intracellular organelles and proteins not
anchored to the replica are dissolved, whereas integral membrane proteins captured
and stabilized by carbon/platinum deposition remain on the replica. Their intra-
and extracellular domains become exposed on the surface of the replica, facilitating
the accessibility of antibodies and, therefore, providing higher labeling efficiency
than those obtained with other immunoelectron microscopy techniques. In this chapter,
we describe the protocols of SDS-FRL adapted for mammalian brain samples, and
optimization of the SDS treatment to increase the labeling efficiency for quantification
of Cav2.1, the alpha subunit of P/Q-type voltage-dependent calcium channels utilizing
deep learning algorithms.
acknowledgement: This work was supported by the European Union (European Research
Council Advanced grant no. 694539 and Human Brain Project Ref. 720270 to R. S.)
and the Austrian Academy of Sciences (DOC fellowship to D.K.).
alternative_title:
- Neuromethods
article_processing_charge: No
author:
- first_name: Walter
full_name: Kaufmann, Walter
id: 3F99E422-F248-11E8-B48F-1D18A9856A87
last_name: Kaufmann
orcid: 0000-0001-9735-5315
- first_name: David
full_name: Kleindienst, David
id: 42E121A4-F248-11E8-B48F-1D18A9856A87
last_name: Kleindienst
- first_name: Harumi
full_name: Harada, Harumi
id: 2E55CDF2-F248-11E8-B48F-1D18A9856A87
last_name: Harada
orcid: 0000-0001-7429-7896
- first_name: Ryuichi
full_name: Shigemoto, Ryuichi
id: 499F3ABC-F248-11E8-B48F-1D18A9856A87
last_name: Shigemoto
orcid: 0000-0001-8761-9444
citation:
ama: 'Kaufmann W, Kleindienst D, Harada H, Shigemoto R. High-Resolution localization
and quantitation of membrane proteins by SDS-digested freeze-fracture replica
labeling (SDS-FRL). In: Receptor and Ion Channel Detection in the Brain.
Vol 169. Neuromethods. New York: Humana Press; 2021:267-283. doi:10.1007/978-1-0716-1522-5_19'
apa: 'Kaufmann, W., Kleindienst, D., Harada, H., & Shigemoto, R. (2021). High-Resolution
localization and quantitation of membrane proteins by SDS-digested freeze-fracture
replica labeling (SDS-FRL). In Receptor and Ion Channel Detection in the Brain
(Vol. 169, pp. 267–283). New York: Humana Press. https://doi.org/10.1007/978-1-0716-1522-5_19'
chicago: 'Kaufmann, Walter, David Kleindienst, Harumi Harada, and Ryuichi Shigemoto.
“High-Resolution Localization and Quantitation of Membrane Proteins by SDS-Digested
Freeze-Fracture Replica Labeling (SDS-FRL).” In Receptor and Ion Channel Detection
in the Brain, 169:267–83. Neuromethods. New York: Humana Press, 2021. https://doi.org/10.1007/978-1-0716-1522-5_19.'
ieee: 'W. Kaufmann, D. Kleindienst, H. Harada, and R. Shigemoto, “High-Resolution
localization and quantitation of membrane proteins by SDS-digested freeze-fracture
replica labeling (SDS-FRL),” in Receptor and Ion Channel Detection in the Brain,
vol. 169, New York: Humana Press, 2021, pp. 267–283.'
ista: 'Kaufmann W, Kleindienst D, Harada H, Shigemoto R. 2021.High-Resolution localization
and quantitation of membrane proteins by SDS-digested freeze-fracture replica
labeling (SDS-FRL). In: Receptor and Ion Channel Detection in the Brain. Neuromethods,
vol. 169, 267–283.'
mla: Kaufmann, Walter, et al. “High-Resolution Localization and Quantitation of
Membrane Proteins by SDS-Digested Freeze-Fracture Replica Labeling (SDS-FRL).”
Receptor and Ion Channel Detection in the Brain, vol. 169, Humana Press,
2021, pp. 267–83, doi:10.1007/978-1-0716-1522-5_19.
short: W. Kaufmann, D. Kleindienst, H. Harada, R. Shigemoto, in:, Receptor and Ion
Channel Detection in the Brain, Humana Press, New York, 2021, pp. 267–283.
corr_author: '1'
das_tickbox: '1'
date_created: 2021-07-30T09:34:56Z
date_published: 2021-07-27T00:00:00Z
date_updated: 2026-08-12T22:31:01Z
day: '27'
ddc:
- '573'
department:
- _id: RySh
- _id: EM-Fac
doi: 10.1007/978-1-0716-1522-5_19
ec_funded: 1
has_accepted_license: '1'
intvolume: ' 169'
keyword:
- 'Freeze-fracture replica: Deep learning'
- Immunogold labeling
- Integral membrane protein
- Electron microscopy
language:
- iso: eng
month: '07'
oa_version: None
page: 267-283
place: New York
project:
- _id: 25CA28EA-B435-11E9-9278-68D0E5697425
call_identifier: H2020
grant_number: '694539'
name: 'In situ analysis of single channel subunit composition in neurons: physiological
implication in synaptic plasticity and behaviour'
- _id: 25CBA828-B435-11E9-9278-68D0E5697425
call_identifier: H2020
grant_number: '720270'
name: Human Brain Project Specific Grant Agreement 1
publication: Receptor and Ion Channel Detection in the Brain
publication_identifier:
eisbn:
- '9781071615225'
isbn:
- '9781071615218'
publication_status: published
publisher: Humana Press
quality_controlled: '1'
related_material:
record:
- id: '9562'
relation: dissertation_contains
status: public
scopus_import: '1'
series_title: Neuromethods
status: public
title: High-Resolution localization and quantitation of membrane proteins by SDS-digested
freeze-fracture replica labeling (SDS-FRL)
type: book_chapter
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 169
year: '2021'
...
---
OA_place: repository
OA_type: green
_id: '10816'
abstract:
- lang: eng
text: Pattern separation is a fundamental brain computation that converts small
differences in input patterns into large differences in output patterns. Several
synaptic mechanisms of pattern separation have been proposed, including code expansion,
inhibition and plasticity; however, which of these mechanisms play a role in the
entorhinal cortex (EC)–dentate gyrus (DG)–CA3 circuit, a classical pattern separation
circuit, remains unclear. Here we show that a biologically realistic, full-scale
EC–DG–CA3 circuit model, including granule cells (GCs) and parvalbumin-positive
inhibitory interneurons (PV+-INs) in the DG, is an efficient pattern separator.
Both external gamma-modulated inhibition and internal lateral inhibition mediated
by PV+-INs substantially contributed to pattern separation. Both local connectivity
and fast signaling at GC–PV+-IN synapses were important for maximum effectiveness.
Similarly, mossy fiber synapses with conditional detonator properties contributed
to pattern separation. By contrast, perforant path synapses with Hebbian synaptic
plasticity and direct EC–CA3 connection shifted the network towards pattern completion.
Our results demonstrate that the specific properties of cells and synapses optimize
higher-order computations in biological networks and might be useful to improve
the deep learning capabilities of technical networks.
acknowledged_ssus:
- _id: SSU
acknowledgement: We thank A. Aertsen, N. Kopell, W. Maass, A. Roth, F. Stella and
T. Vogels for critically reading earlier versions of the manuscript. We are grateful
to F. Marr and C. Altmutter for excellent technical assistance, E. Kralli-Beller
for manuscript editing, and the Scientific Service Units of IST Austria for efficient
support. Finally, we thank T. Carnevale, L. Erdös, M. Hines, D. Nykamp and D. Schröder
for useful discussions, and R. Friedrich and S. Wiechert for sharing unpublished
data. This project received funding from the European Research Council (ERC) under
the European Union’s Horizon 2020 research and innovation programme (grant agreement
no. 692692, P.J.) and the Fond zur Förderung der Wissenschaftlichen Forschung (Z
312-B27, Wittgenstein award to P.J. and P 31815 to S.J.G.).
article_processing_charge: No
article_type: original
author:
- first_name: José
full_name: Guzmán, José
id: 30CC5506-F248-11E8-B48F-1D18A9856A87
last_name: Guzmán
orcid: 0000-0003-2209-5242
- first_name: Alois
full_name: Schlögl, Alois
id: 45BF87EE-F248-11E8-B48F-1D18A9856A87
last_name: Schlögl
orcid: 0000-0002-5621-8100
- first_name: 'Claudia '
full_name: 'Espinoza Martinez, Claudia '
id: 31FFEE2E-F248-11E8-B48F-1D18A9856A87
last_name: Espinoza Martinez
orcid: 0000-0003-4710-2082
- first_name: Xiaomin
full_name: Zhang, Xiaomin
id: 423EC9C2-F248-11E8-B48F-1D18A9856A87
last_name: Zhang
orcid: 0000-0003-0256-6529
- first_name: Benjamin
full_name: Suter, Benjamin
id: 4952F31E-F248-11E8-B48F-1D18A9856A87
last_name: Suter
orcid: 0000-0002-9885-6936
- first_name: Peter M
full_name: Jonas, Peter M
id: 353C1B58-F248-11E8-B48F-1D18A9856A87
last_name: Jonas
orcid: 0000-0001-5001-4804
biorxivid: 1
citation:
ama: Guzmán J, Schlögl A, Espinoza Martinez C, Zhang X, Suter B, Jonas PM. How connectivity
rules and synaptic properties shape the efficacy of pattern separation in the
entorhinal cortex–dentate gyrus–CA3 network. Nature Computational Science.
2021;1(12):830-842. doi:10.1038/s43588-021-00157-1
apa: Guzmán, J., Schlögl, A., Espinoza Martinez, C., Zhang, X., Suter, B., &
Jonas, P. M. (2021). How connectivity rules and synaptic properties shape the
efficacy of pattern separation in the entorhinal cortex–dentate gyrus–CA3 network.
Nature Computational Science. Springer Nature. https://doi.org/10.1038/s43588-021-00157-1
chicago: Guzmán, José, Alois Schlögl, Claudia Espinoza Martinez, Xiaomin Zhang,
Benjamin Suter, and Peter M Jonas. “How Connectivity Rules and Synaptic Properties
Shape the Efficacy of Pattern Separation in the Entorhinal Cortex–Dentate Gyrus–CA3
Network.” Nature Computational Science. Springer Nature, 2021. https://doi.org/10.1038/s43588-021-00157-1.
ieee: J. Guzmán, A. Schlögl, C. Espinoza Martinez, X. Zhang, B. Suter, and P. M.
Jonas, “How connectivity rules and synaptic properties shape the efficacy of pattern
separation in the entorhinal cortex–dentate gyrus–CA3 network,” Nature Computational
Science, vol. 1, no. 12. Springer Nature, pp. 830–842, 2021.
ista: Guzmán J, Schlögl A, Espinoza Martinez C, Zhang X, Suter B, Jonas PM. 2021.
How connectivity rules and synaptic properties shape the efficacy of pattern separation
in the entorhinal cortex–dentate gyrus–CA3 network. Nature Computational Science.
1(12), 830–842.
mla: Guzmán, José, et al. “How Connectivity Rules and Synaptic Properties Shape
the Efficacy of Pattern Separation in the Entorhinal Cortex–Dentate Gyrus–CA3
Network.” Nature Computational Science, vol. 1, no. 12, Springer Nature,
2021, pp. 830–42, doi:10.1038/s43588-021-00157-1.
short: J. Guzmán, A. Schlögl, C. Espinoza Martinez, X. Zhang, B. Suter, P.M. Jonas,
Nature Computational Science 1 (2021) 830–842.
corr_author: '1'
date_created: 2022-03-04T08:32:36Z
date_published: 2021-12-16T00:00:00Z
date_updated: 2026-07-28T12:15:17Z
day: '16'
ddc:
- '610'
department:
- _id: PeJo
doi: 10.1038/s43588-021-00157-1
ec_funded: 1
external_id:
biorxivid:
- 10.1101/647800
isi:
- '000888567500015'
file:
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checksum: 9fec5b667909ef52be96d502e4f8c2ae
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creator: patrickd
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date_updated: 2022-06-18T22:30:03Z
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file_size: 1699466
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date_updated: 2022-06-18T22:30:03Z
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file_size: 3005651
relation: supplementary_material
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intvolume: ' 1'
isi: 1
issue: '12'
language:
- iso: eng
month: '12'
oa: 1
oa_version: Submitted Version
page: 830-842
project:
- _id: 25B7EB9E-B435-11E9-9278-68D0E5697425
call_identifier: H2020
grant_number: '692692'
name: Biophysics and circuit function of a giant cortical glutamatergic synapse
- _id: 25C5A090-B435-11E9-9278-68D0E5697425
call_identifier: FWF
grant_number: Z00312
name: Synaptic communication in neuronal microcircuits
publication: Nature Computational Science
publication_identifier:
issn:
- 2662-8457
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
related_material:
link:
- description: News on ISTA Website
relation: press_release
url: https://ista.ac.at/en/news/spot-the-difference/
record:
- id: '10110'
relation: software
status: public
scopus_import: '1'
status: public
title: How connectivity rules and synaptic properties shape the efficacy of pattern
separation in the entorhinal cortex–dentate gyrus–CA3 network
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 1
year: '2021'
...
---
_id: '10110'
abstract:
- lang: eng
text: Pattern separation is a fundamental brain computation that converts small
differences in input patterns into large differences in output patterns. Several
synaptic mechanisms of pattern separation have been proposed, including code expansion,
inhibition and plasticity; however, which of these mechanisms play a role in the
entorhinal cortex (EC)–dentate gyrus (DG)–CA3 circuit, a classical pattern separation
circuit, remains unclear. Here we show that a biologically realistic, full-scale
EC–DG–CA3 circuit model, including granule cells (GCs) and parvalbumin-positive
inhibitory interneurons (PV+-INs) in the DG, is an efficient pattern separator.
Both external gamma-modulated inhibition and internal lateral inhibition mediated
by PV+-INs substantially contributed to pattern separation. Both local connectivity
and fast signaling at GC–PV+-IN synapses were important for maximum effectiveness.
Similarly, mossy fiber synapses with conditional detonator properties contributed
to pattern separation. By contrast, perforant path synapses with Hebbian synaptic
plasticity and direct EC–CA3 connection shifted the network towards pattern completion.
Our results demonstrate that the specific properties of cells and synapses optimize
higher-order computations in biological networks and might be useful to improve
the deep learning capabilities of technical networks.
author:
- first_name: José
full_name: Guzmán, José
id: 30CC5506-F248-11E8-B48F-1D18A9856A87
last_name: Guzmán
orcid: 0000-0003-2209-5242
- first_name: Alois
full_name: Schlögl, Alois
id: 45BF87EE-F248-11E8-B48F-1D18A9856A87
last_name: Schlögl
orcid: 0000-0002-5621-8100
- first_name: 'Claudia '
full_name: 'Espinoza Martinez, Claudia '
id: 31FFEE2E-F248-11E8-B48F-1D18A9856A87
last_name: Espinoza Martinez
orcid: 0000-0003-4710-2082
- first_name: Xiaomin
full_name: Zhang, Xiaomin
id: 423EC9C2-F248-11E8-B48F-1D18A9856A87
last_name: Zhang
orcid: 0000-0003-0256-6529
- first_name: Benjamin
full_name: Suter, Benjamin
id: 4952F31E-F248-11E8-B48F-1D18A9856A87
last_name: Suter
orcid: 0000-0002-9885-6936
- first_name: Peter M
full_name: Jonas, Peter M
id: 353C1B58-F248-11E8-B48F-1D18A9856A87
last_name: Jonas
orcid: 0000-0001-5001-4804
citation:
ama: Guzmán J, Schlögl A, Espinoza Martinez C, Zhang X, Suter B, Jonas PM. How connectivity
rules and synaptic properties shape the efficacy of pattern separation in the
entorhinal cortex–dentate gyrus–CA3 network. 2021. doi:10.15479/AT:ISTA:10110
apa: Guzmán, J., Schlögl, A., Espinoza Martinez, C., Zhang, X., Suter, B., &
Jonas, P. M. (2021). How connectivity rules and synaptic properties shape the
efficacy of pattern separation in the entorhinal cortex–dentate gyrus–CA3 network.
IST Austria. https://doi.org/10.15479/AT:ISTA:10110
chicago: Guzmán, José, Alois Schlögl, Claudia Espinoza Martinez, Xiaomin Zhang,
Benjamin Suter, and Peter M Jonas. “How Connectivity Rules and Synaptic Properties
Shape the Efficacy of Pattern Separation in the Entorhinal Cortex–Dentate Gyrus–CA3
Network.” IST Austria, 2021. https://doi.org/10.15479/AT:ISTA:10110.
ieee: J. Guzmán, A. Schlögl, C. Espinoza Martinez, X. Zhang, B. Suter, and P. M.
Jonas, “How connectivity rules and synaptic properties shape the efficacy of pattern
separation in the entorhinal cortex–dentate gyrus–CA3 network.” IST Austria, 2021.
ista: Guzmán J, Schlögl A, Espinoza Martinez C, Zhang X, Suter B, Jonas PM. 2021.
How connectivity rules and synaptic properties shape the efficacy of pattern separation
in the entorhinal cortex–dentate gyrus–CA3 network, IST Austria, 10.15479/AT:ISTA:10110.
mla: Guzmán, José, et al. How Connectivity Rules and Synaptic Properties Shape
the Efficacy of Pattern Separation in the Entorhinal Cortex–Dentate Gyrus–CA3
Network. IST Austria, 2021, doi:10.15479/AT:ISTA:10110.
short: J. Guzmán, A. Schlögl, C. Espinoza Martinez, X. Zhang, B. Suter, P.M. Jonas,
(2021).
date_created: 2021-10-08T06:44:22Z
date_published: 2021-12-16T00:00:00Z
date_updated: 2026-08-12T22:31:02Z
day: '16'
ddc:
- '005'
department:
- _id: PeJo
- _id: ScienComp
doi: 10.15479/AT:ISTA:10110
file:
- access_level: open_access
checksum: f92f8931cad0aa7e411c1715337bf408
content_type: application/x-zip-compressed
creator: cchlebak
date_created: 2021-10-08T08:46:04Z
date_updated: 2021-10-08T08:46:04Z
file_id: '10114'
file_name: patternseparation-main (1).zip
file_size: 332990101
relation: main_file
success: 1
file_date_updated: 2021-10-08T08:46:04Z
has_accepted_license: '1'
license: https://opensource.org/licenses/GPL-3.0
month: '12'
oa: 1
publisher: IST Austria
related_material:
link:
- description: News on IST Webpage
relation: press_release
url: https://ist.ac.at/en/news/spot-the-difference/
record:
- id: '10816'
relation: used_for_analysis_in
status: public
status: public
title: How connectivity rules and synaptic properties shape the efficacy of pattern
separation in the entorhinal cortex–dentate gyrus–CA3 network
tmp:
legal_code_url: https://www.gnu.org/licenses/gpl-3.0.en.html
name: GNU General Public License 3.0
short: GPL 3.0
type: software
user_id: 8b945eb4-e2f2-11eb-945a-df72226e66a9
year: '2021'
...
---
_id: '10299'
abstract:
- lang: eng
text: Turbulence generally arises in shear flows if velocities and hence, inertial
forces are sufficiently large. In striking contrast, viscoelastic fluids can exhibit
disordered motion even at vanishing inertia. Intermediate between these cases,
a state of chaotic motion, “elastoinertial turbulence” (EIT), has been observed
in a narrow Reynolds number interval. We here determine the origin of EIT in experiments
and show that characteristic EIT structures can be detected across an unexpectedly
wide range of parameters. Close to onset, a pattern of chevron-shaped streaks
emerges in qualitative agreement with linear and weakly nonlinear theory. However,
in experiments, the dynamics remain weakly chaotic, and the instability can be
traced to far lower Reynolds numbers than permitted by theory. For increasing
inertia, the flow undergoes a transformation to a wall mode composed of inclined
near-wall streaks and shear layers. This mode persists to what is known as the
“maximum drag reduction limit,” and overall EIT is found to dominate viscoelastic
flows across more than three orders of magnitude in Reynolds number.
acknowledgement: We thank Y. Dubief, R. Kerswell, E. Marensi, V. Shankar, V. Steinberg,
and V. Terrapon for discussions and helpful comments. A.V. and B.H. acknowledge
funding from the Austrian Science Fund, grant I4188-N30, within the Deutsche Forschungsgemeinschaft
research unit FOR 2688.
article_number: e2102350118
article_processing_charge: No
article_type: original
arxiv: 1
author:
- first_name: George H
full_name: Choueiri, George H
id: 448BD5BC-F248-11E8-B48F-1D18A9856A87
last_name: Choueiri
- first_name: Jose M
full_name: Lopez Alonso, Jose M
id: 40770848-F248-11E8-B48F-1D18A9856A87
last_name: Lopez Alonso
orcid: 0000-0002-0384-2022
- first_name: Atul
full_name: Varshney, Atul
id: 2A2006B2-F248-11E8-B48F-1D18A9856A87
last_name: Varshney
orcid: 0000-0002-3072-5999
- first_name: Sarath
full_name: Sankar, Sarath
last_name: Sankar
- first_name: Björn
full_name: Hof, Björn
id: 3A374330-F248-11E8-B48F-1D18A9856A87
last_name: Hof
orcid: 0000-0003-2057-2754
citation:
ama: Choueiri GH, Lopez Alonso JM, Varshney A, Sankar S, Hof B. Experimental observation
of the origin and structure of elastoinertial turbulence. Proceedings of the
National Academy of Sciences of the United States of America. 2021;118(45).
doi:10.1073/pnas.2102350118
apa: Choueiri, G. H., Lopez Alonso, J. M., Varshney, A., Sankar, S., & Hof,
B. (2021). Experimental observation of the origin and structure of elastoinertial
turbulence. Proceedings of the National Academy of Sciences of the United States
of America. National Academy of Sciences. https://doi.org/10.1073/pnas.2102350118
chicago: Choueiri, George H, Jose M Lopez Alonso, Atul Varshney, Sarath Sankar,
and Björn Hof. “Experimental Observation of the Origin and Structure of Elastoinertial
Turbulence.” Proceedings of the National Academy of Sciences of the United
States of America. National Academy of Sciences, 2021. https://doi.org/10.1073/pnas.2102350118.
ieee: G. H. Choueiri, J. M. Lopez Alonso, A. Varshney, S. Sankar, and B. Hof, “Experimental
observation of the origin and structure of elastoinertial turbulence,” Proceedings
of the National Academy of Sciences of the United States of America, vol.
118, no. 45. National Academy of Sciences, 2021.
ista: Choueiri GH, Lopez Alonso JM, Varshney A, Sankar S, Hof B. 2021. Experimental
observation of the origin and structure of elastoinertial turbulence. Proceedings
of the National Academy of Sciences of the United States of America. 118(45),
e2102350118.
mla: Choueiri, George H., et al. “Experimental Observation of the Origin and Structure
of Elastoinertial Turbulence.” Proceedings of the National Academy of Sciences
of the United States of America, vol. 118, no. 45, e2102350118, National Academy
of Sciences, 2021, doi:10.1073/pnas.2102350118.
short: G.H. Choueiri, J.M. Lopez Alonso, A. Varshney, S. Sankar, B. Hof, Proceedings
of the National Academy of Sciences of the United States of America 118 (2021).
corr_author: '1'
date_created: 2021-11-17T13:24:24Z
date_published: 2021-11-03T00:00:00Z
date_updated: 2026-08-12T22:31:04Z
day: '03'
department:
- _id: BjHo
doi: 10.1073/pnas.2102350118
external_id:
arxiv:
- '2103.00023'
isi:
- '000720926900019'
pmid:
- ' 34732570'
intvolume: ' 118'
isi: 1
issue: '45'
keyword:
- multidisciplinary
- elastoinertial turbulence
- viscoelastic flows
- elastic instability
- drag reduction
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://arxiv.org/abs/2103.00023
month: '11'
oa: 1
oa_version: Preprint
pmid: 1
project:
- _id: 238B8092-32DE-11EA-91FC-C7463DDC885E
call_identifier: FWF
grant_number: I04188
name: Instabilities in pulsating pipe flow in complex fluids
publication: Proceedings of the National Academy of Sciences of the United States
of America
publication_identifier:
eissn:
- 1091-6490
issn:
- 0027-8424
publication_status: published
publisher: National Academy of Sciences
quality_controlled: '1'
related_material:
record:
- id: '19906'
relation: dissertation_contains
status: public
scopus_import: '1'
status: public
title: Experimental observation of the origin and structure of elastoinertial turbulence
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 118
year: '2021'
...
---
_id: '9760'
abstract:
- lang: eng
text: "The quantum approximate optimization algorithm (QAOA) is a prospective near-term
quantum algorithm due to its modest circuit depth and promising benchmarks. However,
an external parameter optimization required in the QAOA could become a performance
bottleneck. This motivates studies of the optimization landscape and search for
heuristic ways of parameter initialization. In this work we visualize the optimization
landscape of the QAOA applied to the MaxCut problem on random graphs, demonstrating
that random initialization of the QAOA is prone to converging to local minima
with suboptimal performance. We introduce the initialization of QAOA parameters
based on the Trotterized quantum annealing (TQA) protocol, parameterized by the
Trotter time step. We find that the TQA initialization allows to circumvent\r\nthe
issue of false minima for a broad range of time steps, yielding the same performance
as the best result out of an exponentially scaling number of random initializations.
Moreover, we demonstrate that the optimal value of the time step coincides with
the point of proliferation of Trotter errors in quantum annealing. Our results
suggest practical ways of initializing QAOA protocols on near-term quantum devices
and reveal new connections between QAOA and quantum annealing."
acknowledgement: We would like to thank D. Abanin and R. Medina for fruitful discussions
and A. Smith and I. Kim for valuable feedback on the manuscript. We acknowledge
support by the European Research Council (ERC) under the European Union’s Horizon
2020 research and innovation program (Grant Agreement No. 850899).
article_number: '491'
article_processing_charge: Yes
article_type: original
arxiv: 1
author:
- first_name: Stefan
full_name: Sack, Stefan
id: dd622248-f6e0-11ea-865d-ce382a1c81a5
last_name: Sack
orcid: 0000-0001-5400-8508
- first_name: Maksym
full_name: Serbyn, Maksym
id: 47809E7E-F248-11E8-B48F-1D18A9856A87
last_name: Serbyn
orcid: 0000-0002-2399-5827
citation:
ama: Sack S, Serbyn M. Quantum annealing initialization of the quantum approximate
optimization algorithm. Quantum. 2021;5. doi:10.22331/Q-2021-07-01-491
apa: Sack, S., & Serbyn, M. (2021). Quantum annealing initialization of the
quantum approximate optimization algorithm. Quantum. Verein zur Förderung
des Open Access Publizierens in den Quantenwissenschaften. https://doi.org/10.22331/Q-2021-07-01-491
chicago: Sack, Stefan, and Maksym Serbyn. “Quantum Annealing Initialization of the
Quantum Approximate Optimization Algorithm.” Quantum. Verein zur Förderung
des Open Access Publizierens in den Quantenwissenschaften, 2021. https://doi.org/10.22331/Q-2021-07-01-491.
ieee: S. Sack and M. Serbyn, “Quantum annealing initialization of the quantum approximate
optimization algorithm,” Quantum, vol. 5. Verein zur Förderung des Open
Access Publizierens in den Quantenwissenschaften, 2021.
ista: Sack S, Serbyn M. 2021. Quantum annealing initialization of the quantum approximate
optimization algorithm. Quantum. 5, 491.
mla: Sack, Stefan, and Maksym Serbyn. “Quantum Annealing Initialization of the Quantum
Approximate Optimization Algorithm.” Quantum, vol. 5, 491, Verein zur Förderung
des Open Access Publizierens in den Quantenwissenschaften, 2021, doi:10.22331/Q-2021-07-01-491.
short: S. Sack, M. Serbyn, Quantum 5 (2021).
corr_author: '1'
date_created: 2021-08-01T22:01:21Z
date_published: 2021-07-01T00:00:00Z
date_updated: 2026-08-12T22:31:05Z
day: '01'
ddc:
- '530'
department:
- _id: GradSch
- _id: MaSe
doi: 10.22331/Q-2021-07-01-491
ec_funded: 1
external_id:
arxiv:
- '2101.05742'
isi:
- '000669830600001'
file:
- access_level: open_access
checksum: 9706c2bb8e748e9b5b138381995a7f6f
content_type: application/pdf
creator: cchlebak
date_created: 2021-08-06T06:44:31Z
date_updated: 2021-08-06T06:44:31Z
file_id: '9774'
file_name: 2021_Quantum_Sack.pdf
file_size: 2312482
relation: main_file
file_date_updated: 2021-08-06T06:44:31Z
has_accepted_license: '1'
intvolume: ' 5'
isi: 1
language:
- iso: eng
month: '07'
oa: 1
oa_version: Published Version
project:
- _id: 23841C26-32DE-11EA-91FC-C7463DDC885E
call_identifier: H2020
grant_number: '850899'
name: 'Non-Ergodic Quantum Matter: Universality, Dynamics and Control'
publication: Quantum
publication_identifier:
eissn:
- 2521-327X
publication_status: published
publisher: Verein zur Förderung des Open Access Publizierens in den Quantenwissenschaften
quality_controlled: '1'
related_material:
record:
- id: '14622'
relation: dissertation_contains
status: public
scopus_import: '1'
status: public
title: Quantum annealing initialization of the quantum approximate optimization algorithm
tmp:
image: /images/cc_by.png
legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
short: CC BY (4.0)
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 5
year: '2021'
...