---
_id: '5584'
abstract:
- lang: eng
  text: "This package contains data for the publication \"Nonlinear decoding of a
    complex movie from the mammalian retina\" by Deny S. et al, PLOS Comput Biol (2018).
    \r\n\r\nThe data consists of\r\n(i) 91 spike sorted, isolated rat retinal ganglion
    cells that pass stability and quality criteria, recorded on the multi-electrode
    array, in response to the presentation of the complex movie with many randomly
    moving dark discs. The responses are represented as 648000 x 91 binary matrix,
    where the first index indicates the timebin of duration 12.5 ms, and the second
    index the neural identity. The matrix entry is 0/1 if the neuron didn't/did spike
    in the particular time bin.\r\n(ii) README file and a graphical illustration of
    the structure of the experiment, specifying how the 648000 timebins are split
    into epochs where 1, 2, 4, or 10 discs  were displayed, and which stimulus segments
    are exact repeats or unique ball trajectories.\r\n(iii) a 648000 x 400 matrix
    of luminance traces for each of the 20 x 20 positions (\"sites\") in the movie
    frame, with time that is locked to the recorded raster. The luminance traces are
    produced as described in the manuscript by filtering the raw disc movie with a
    small gaussian spatial kernel. "
article_processing_charge: No
author:
- first_name: Stephane
  full_name: Deny, Stephane
  last_name: Deny
- first_name: Olivier
  full_name: Marre, Olivier
  last_name: Marre
- first_name: Vicente
  full_name: Botella-Soler, Vicente
  last_name: Botella-Soler
- first_name: Georg S
  full_name: Martius, Georg S
  id: 3A276B68-F248-11E8-B48F-1D18A9856A87
  last_name: Martius
- first_name: Gasper
  full_name: Tkacik, Gasper
  id: 3D494DCA-F248-11E8-B48F-1D18A9856A87
  last_name: Tkacik
  orcid: 0000-0002-6699-1455
citation:
  ama: Deny S, Marre O, Botella-Soler V, Martius GS, Tkačik G. Nonlinear decoding
    of a complex movie from the mammalian retina. 2018. doi:<a href="https://doi.org/10.15479/AT:ISTA:98">10.15479/AT:ISTA:98</a>
  apa: Deny, S., Marre, O., Botella-Soler, V., Martius, G. S., &#38; Tkačik, G. (2018).
    Nonlinear decoding of a complex movie from the mammalian retina. Institute of
    Science and Technology Austria. <a href="https://doi.org/10.15479/AT:ISTA:98">https://doi.org/10.15479/AT:ISTA:98</a>
  chicago: Deny, Stephane, Olivier Marre, Vicente Botella-Soler, Georg S Martius,
    and Gašper Tkačik. “Nonlinear Decoding of a Complex Movie from the Mammalian Retina.”
    Institute of Science and Technology Austria, 2018. <a href="https://doi.org/10.15479/AT:ISTA:98">https://doi.org/10.15479/AT:ISTA:98</a>.
  ieee: S. Deny, O. Marre, V. Botella-Soler, G. S. Martius, and G. Tkačik, “Nonlinear
    decoding of a complex movie from the mammalian retina.” Institute of Science and
    Technology Austria, 2018.
  ista: Deny S, Marre O, Botella-Soler V, Martius GS, Tkačik G. 2018. Nonlinear decoding
    of a complex movie from the mammalian retina, Institute of Science and Technology
    Austria, <a href="https://doi.org/10.15479/AT:ISTA:98">10.15479/AT:ISTA:98</a>.
  mla: Deny, Stephane, et al. <i>Nonlinear Decoding of a Complex Movie from the Mammalian
    Retina</i>. Institute of Science and Technology Austria, 2018, doi:<a href="https://doi.org/10.15479/AT:ISTA:98">10.15479/AT:ISTA:98</a>.
  short: S. Deny, O. Marre, V. Botella-Soler, G.S. Martius, G. Tkačik, (2018).
datarep_id: '98'
date_created: 2018-12-12T12:31:39Z
date_published: 2018-03-29T00:00:00Z
date_updated: 2025-04-15T08:18:24Z
day: '29'
ddc:
- '570'
department:
- _id: ChLa
- _id: GaTk
doi: 10.15479/AT:ISTA:98
file:
- access_level: open_access
  checksum: 6808748837b9afbbbabc2a356ca2b88a
  content_type: application/octet-stream
  creator: system
  date_created: 2018-12-12T13:02:24Z
  date_updated: 2020-07-14T12:47:07Z
  file_id: '5590'
  file_name: IST-2018-98-v1+1_BBalls_area2_tile2_20x20.mat
  file_size: 1142543971
  relation: main_file
- access_level: open_access
  checksum: d6d6cd07743038fe3a12352983fcf9dd
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T13:02:25Z
  date_updated: 2020-07-14T12:47:07Z
  file_id: '5591'
  file_name: IST-2018-98-v1+2_ExperimentStructure.pdf
  file_size: 702336
  relation: main_file
- access_level: open_access
  checksum: 0c9cfb4dab35bb3dc25a04395600b1c8
  content_type: application/octet-stream
  creator: system
  date_created: 2018-12-12T13:02:26Z
  date_updated: 2020-07-14T12:47:07Z
  file_id: '5592'
  file_name: IST-2018-98-v1+3_GoodLocations_area2_20x20.mat
  file_size: 432
  relation: main_file
- access_level: open_access
  checksum: 2a83b011012e21e934b4596285b1a183
  content_type: text/plain
  creator: system
  date_created: 2018-12-12T13:02:26Z
  date_updated: 2020-07-14T12:47:07Z
  file_id: '5593'
  file_name: IST-2018-98-v1+4_README.txt
  file_size: 986
  relation: main_file
file_date_updated: 2020-07-14T12:47:07Z
has_accepted_license: '1'
keyword:
- retina
- decoding
- regression
- neural networks
- complex stimulus
license: https://creativecommons.org/publicdomain/zero/1.0/
month: '03'
oa: 1
oa_version: Published Version
project:
- _id: 254D1A94-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: P 25651-N26
  name: Sensitivity to higher-order statistics in natural scenes
publisher: Institute of Science and Technology Austria
related_material:
  record:
  - id: '292'
    relation: used_in_publication
    status: public
status: public
title: Nonlinear decoding of a complex movie from the mammalian retina
tmp:
  image: /images/cc_0.png
  legal_code_url: https://creativecommons.org/publicdomain/zero/1.0/legalcode
  name: Creative Commons Public Domain Dedication (CC0 1.0)
  short: CC0 (1.0)
type: research_data
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2018'
...