Matthew J Chalk
6 Publications
2021 | Published | Journal Article | IST-REx-ID: 9362 | 
Chalk, Matthew J., et al. “Inferring the Function Performed by a Recurrent Neural Network.” PLoS ONE, vol. 16, no. 4, e0248940, Public Library of Science, 2021, doi:10.1371/journal.pone.0248940.
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2018 | Published | Journal Article | IST-REx-ID: 543 |
Chalk, Matthew J., et al. “Toward a Unified Theory of Efficient, Predictive, and Sparse Coding.” Proceedings of the National Academy of Sciences of the United States of America, vol. 115, no. 1, National Academy of Sciences, 2018, pp. 186–91, doi:10.1073/pnas.1711114115.
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2017 | Published | Journal Article | IST-REx-ID: 680 |
Chalk, Matthew J., et al. “Sensory Noise Predicts Divisive Reshaping of Receptive Fields.” PLoS Computational Biology, vol. 13, no. 6, e1005582, Public Library of Science, 2017, doi:10.1371/journal.pcbi.1005582.
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2017 | Research Data Reference | IST-REx-ID: 9855
Chalk, Matthew J., et al. Supplementary Appendix. Public Library of Science, 2017, doi:10.1371/journal.pcbi.1005582.s001.
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2016 | Published | Journal Article | IST-REx-ID: 1266 |
Chalk, Matthew J., et al. “Neural Oscillations as a Signature of Efficient Coding in the Presence of Synaptic Delays.” ELife, vol. 5, no. 2016JULY, e13824, eLife Sciences Publications, 2016, doi:10.7554/eLife.13824.
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2016 | Published | Conference Paper | IST-REx-ID: 1082 |
Chalk, Matthew J., et al. Relevant Sparse Codes with Variational Information Bottleneck. Vol. 29, Neural Information Processing Systems Foundation, 2016, pp. 1965–73.
[Preprint]
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| arXiv
Grants
6 Publications
2021 | Published | Journal Article | IST-REx-ID: 9362 |
Chalk, Matthew J., et al. “Inferring the Function Performed by a Recurrent Neural Network.” PLoS ONE, vol. 16, no. 4, e0248940, Public Library of Science, 2021, doi:10.1371/journal.pone.0248940.
[Published Version]
View
| Files available
| DOI
| WoS
| PubMed | Europe PMC
2018 | Published | Journal Article | IST-REx-ID: 543 |
Chalk, Matthew J., et al. “Toward a Unified Theory of Efficient, Predictive, and Sparse Coding.” Proceedings of the National Academy of Sciences of the United States of America, vol. 115, no. 1, National Academy of Sciences, 2018, pp. 186–91, doi:10.1073/pnas.1711114115.
[Submitted Version]
View
| DOI
| Download Submitted Version (ext.)
| WoS
2017 | Published | Journal Article | IST-REx-ID: 680 |
Chalk, Matthew J., et al. “Sensory Noise Predicts Divisive Reshaping of Receptive Fields.” PLoS Computational Biology, vol. 13, no. 6, e1005582, Public Library of Science, 2017, doi:10.1371/journal.pcbi.1005582.
[Published Version]
View
| Files available
| DOI
2017 | Research Data Reference | IST-REx-ID: 9855
Chalk, Matthew J., et al. Supplementary Appendix. Public Library of Science, 2017, doi:10.1371/journal.pcbi.1005582.s001.
[Published Version]
View
| Files available
| DOI
2016 | Published | Journal Article | IST-REx-ID: 1266 |
Chalk, Matthew J., et al. “Neural Oscillations as a Signature of Efficient Coding in the Presence of Synaptic Delays.” ELife, vol. 5, no. 2016JULY, e13824, eLife Sciences Publications, 2016, doi:10.7554/eLife.13824.
[Published Version]
View
| Files available
| DOI
2016 | Published | Conference Paper | IST-REx-ID: 1082 |
Chalk, Matthew J., et al. Relevant Sparse Codes with Variational Information Bottleneck. Vol. 29, Neural Information Processing Systems Foundation, 2016, pp. 1965–73.
[Preprint]
View
| Files available
| Download Preprint (ext.)
| arXiv