Matthew J Chalk

Tkacik Group

6 Publications

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[6]
2021 | Journal Article | IST-REx-ID: 9362 | OA
Chalk MJ, Tkačik G, Marre O. 2021. Inferring the function performed by a recurrent neural network. PLoS ONE. 16(4), e0248940.
[Published Version] View | Files available | DOI | WoS | PubMed | Europe PMC
 
[5]
2018 | Journal Article | IST-REx-ID: 543 | OA
Chalk MJ, Marre O, Tkačik G. 2018. Toward a unified theory of efficient, predictive, and sparse coding. PNAS. 115(1), 186–191.
[Submitted Version] View | DOI | Download Submitted Version (ext.) | WoS
 
[4]
2017 | Journal Article | IST-REx-ID: 680 | OA
Chalk MJ, Masset P, Gutkin B, Denève S. 2017. Sensory noise predicts divisive reshaping of receptive fields. PLoS Computational Biology. 13(6), e1005582.
[Published Version] View | Files available | DOI
 
[3]
2017 | Research Data Reference | IST-REx-ID: 9855
Chalk MJ, Masset P, Gutkin B, Denève S. 2017. Supplementary appendix, Public Library of Science, 10.1371/journal.pcbi.1005582.s001.
[Published Version] View | Files available | DOI
 
[2]
2016 | Conference Paper | IST-REx-ID: 1082 | OA
Chalk MJ, Marre O, Tkačik G. 2016. Relevant sparse codes with variational information bottleneck. NIPS: Neural Information Processing Systems, Advances in Neural Information Processing Systems, vol. 29, 1965–1973.
[Preprint] View | Files available | Download Preprint (ext.)
 
[1]
2016 | Journal Article | IST-REx-ID: 1266 | OA
Chalk MJ, Gutkin B, Denève S. 2016. Neural oscillations as a signature of efficient coding in the presence of synaptic delays. eLife. 5(2016JULY), e13824.
[Published Version] View | Files available | DOI
 
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6 Publications

Mark all

[6]
2021 | Journal Article | IST-REx-ID: 9362 | OA
Chalk MJ, Tkačik G, Marre O. 2021. Inferring the function performed by a recurrent neural network. PLoS ONE. 16(4), e0248940.
[Published Version] View | Files available | DOI | WoS | PubMed | Europe PMC
 
[5]
2018 | Journal Article | IST-REx-ID: 543 | OA
Chalk MJ, Marre O, Tkačik G. 2018. Toward a unified theory of efficient, predictive, and sparse coding. PNAS. 115(1), 186–191.
[Submitted Version] View | DOI | Download Submitted Version (ext.) | WoS
 
[4]
2017 | Journal Article | IST-REx-ID: 680 | OA
Chalk MJ, Masset P, Gutkin B, Denève S. 2017. Sensory noise predicts divisive reshaping of receptive fields. PLoS Computational Biology. 13(6), e1005582.
[Published Version] View | Files available | DOI
 
[3]
2017 | Research Data Reference | IST-REx-ID: 9855
Chalk MJ, Masset P, Gutkin B, Denève S. 2017. Supplementary appendix, Public Library of Science, 10.1371/journal.pcbi.1005582.s001.
[Published Version] View | Files available | DOI
 
[2]
2016 | Conference Paper | IST-REx-ID: 1082 | OA
Chalk MJ, Marre O, Tkačik G. 2016. Relevant sparse codes with variational information bottleneck. NIPS: Neural Information Processing Systems, Advances in Neural Information Processing Systems, vol. 29, 1965–1973.
[Preprint] View | Files available | Download Preprint (ext.)
 
[1]
2016 | Journal Article | IST-REx-ID: 1266 | OA
Chalk MJ, Gutkin B, Denève S. 2016. Neural oscillations as a signature of efficient coding in the presence of synaptic delays. eLife. 5(2016JULY), e13824.
[Published Version] View | Files available | DOI
 
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    Citation Style: ISTA Annual Report

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