Matthew Chalk

Inferring the function performed by a recurrent neural network

Gašper Tkačik, Olivier Marre, Matthew Chalk, 2019, PloS one.

Author response: Neural oscillations as a signature of efficient coding in the presence of synaptic delays

Sophie Denève, Boris Gutkin, Matthew Chalk, 2016 .

Attention as Reward-Driven Optimization of Sensory Processing

Iain Murray, Peggy Seriès, Matthew Chalk, 2013, Neural Computation.

Separating intrinsic interactions from extrinsic correlations in a network of sensory neurons

Thierry Mora, Gašper Tkačik, Olivier Marre, 2018 .

Sensory noise predicts divisive reshaping of receptive fields

Boris S. Gutkin, Sophie Denève, Paul Masset, 2017, PLoS Comput. Biol..

Efficiency turns the table on neural encoding, decoding and noise

Matthew Chalk, Sophie Deneve, M. Chalk, 2016, Current Opinion in Neurobiology.

Relevant sparse codes with variational information bottleneck

Olivier Marre, Gasper Tkacik, Matthew Chalk, 2016, NIPS.