Matthew J Chalk
Tkacik Group
6 Publications
2021 | Published | Journal Article | IST-REx-ID: 9362 | 
Inferring the function performed by a recurrent neural network
M.J. Chalk, G. Tkačik, O. Marre, PLoS ONE 16 (2021).
[Published Version]
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M.J. Chalk, G. Tkačik, O. Marre, PLoS ONE 16 (2021).
2018 | Published | Journal Article | IST-REx-ID: 543 |
Toward a unified theory of efficient, predictive, and sparse coding
M.J. Chalk, O. Marre, G. Tkačik, PNAS 115 (2018) 186–191.
[Submitted Version]
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M.J. Chalk, O. Marre, G. Tkačik, PNAS 115 (2018) 186–191.
2017 | Published | Journal Article | IST-REx-ID: 680 |
Sensory noise predicts divisive reshaping of receptive fields
M.J. Chalk, P. Masset, B. Gutkin, S. Denève, PLoS Computational Biology 13 (2017).
[Published Version]
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M.J. Chalk, P. Masset, B. Gutkin, S. Denève, PLoS Computational Biology 13 (2017).
2017 | Research Data Reference | IST-REx-ID: 9855
Supplementary appendix
M.J. Chalk, P. Masset, B. Gutkin, S. Denève, (2017).
[Published Version]
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M.J. Chalk, P. Masset, B. Gutkin, S. Denève, (2017).
2016 | Published | Journal Article | IST-REx-ID: 1266 |
Neural oscillations as a signature of efficient coding in the presence of synaptic delays
M.J. Chalk, B. Gutkin, S. Denève, ELife 5 (2016).
[Published Version]
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M.J. Chalk, B. Gutkin, S. Denève, ELife 5 (2016).
2016 | Published | Conference Paper | IST-REx-ID: 1082 |
Relevant sparse codes with variational information bottleneck
M.J. Chalk, O. Marre, G. Tkačik, in:, Neural Information Processing Systems, 2016, pp. 1965–1973.
[Preprint]
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M.J. Chalk, O. Marre, G. Tkačik, in:, Neural Information Processing Systems, 2016, pp. 1965–1973.
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6 Publications
2021 | Published | Journal Article | IST-REx-ID: 9362 |
Inferring the function performed by a recurrent neural network
M.J. Chalk, G. Tkačik, O. Marre, PLoS ONE 16 (2021).
[Published Version]
View
| Files available
| DOI
| WoS
| PubMed | Europe PMC
M.J. Chalk, G. Tkačik, O. Marre, PLoS ONE 16 (2021).
2018 | Published | Journal Article | IST-REx-ID: 543 |
Toward a unified theory of efficient, predictive, and sparse coding
M.J. Chalk, O. Marre, G. Tkačik, PNAS 115 (2018) 186–191.
[Submitted Version]
View
| DOI
| Download Submitted Version (ext.)
| WoS
M.J. Chalk, O. Marre, G. Tkačik, PNAS 115 (2018) 186–191.
2017 | Published | Journal Article | IST-REx-ID: 680 |
Sensory noise predicts divisive reshaping of receptive fields
M.J. Chalk, P. Masset, B. Gutkin, S. Denève, PLoS Computational Biology 13 (2017).
[Published Version]
View
| Files available
| DOI
M.J. Chalk, P. Masset, B. Gutkin, S. Denève, PLoS Computational Biology 13 (2017).
2017 | Research Data Reference | IST-REx-ID: 9855
Supplementary appendix
M.J. Chalk, P. Masset, B. Gutkin, S. Denève, (2017).
[Published Version]
View
| Files available
| DOI
M.J. Chalk, P. Masset, B. Gutkin, S. Denève, (2017).
2016 | Published | Journal Article | IST-REx-ID: 1266 |
Neural oscillations as a signature of efficient coding in the presence of synaptic delays
M.J. Chalk, B. Gutkin, S. Denève, ELife 5 (2016).
[Published Version]
View
| Files available
| DOI
M.J. Chalk, B. Gutkin, S. Denève, ELife 5 (2016).
2016 | Published | Conference Paper | IST-REx-ID: 1082 |
Relevant sparse codes with variational information bottleneck
M.J. Chalk, O. Marre, G. Tkačik, in:, Neural Information Processing Systems, 2016, pp. 1965–1973.
[Preprint]
View
| Files available
| Download Preprint (ext.)
M.J. Chalk, O. Marre, G. Tkačik, in:, Neural Information Processing Systems, 2016, pp. 1965–1973.