Inferring the function performed by a recurrent neural network
M.J. Chalk, G. Tkadik, O. Marre, PLoS ONE 16 (2021).

Toward a unified theory of efficient, predictive, and sparse coding
M.J. Chalk, O. Marre, G. Tkadik, Proceedings of the National Academy of Sciences of the United States of America 115 (2018) 186–191.

Sensory noise predicts divisive reshaping of receptive fields
M.J. Chalk, P. Masset, B. Gutkin, S. Denève, PLoS Computational Biology 13 (2017).

Supplementary appendix
M.J. Chalk, P. Masset, B. Gutkin, S. Denève, (2017).

Neural oscillations as a signature of efficient coding in the presence of synaptic delays
M.J. Chalk, B. Gutkin, S. Denève, ELife 5 (2016).

Relevant sparse codes with variational information bottleneck
M.J. Chalk, O. Marre, G. Tkadik, in:, Neural Information Processing Systems Foundation, 2016, pp. 1965–1973.