Christopher Summerfield

Hybrid computing using a neural network with dynamic external memory

Alex Graves, Greg Wayne, Malcolm Reynolds et al. · Nature · 2016 · 1.4K citations

Artificial Intelligence, Recurrent Neural Network, Engineering +9

Neural repetition suppression reflects fulfilled perceptual expectations

Christopher Summerfield, Emily H. Trittschuh, Jim M. Monti et al. · Nature Neuroscience · 2008 · 732 citations

Cognitive Science, Neurolinguistics, Neural Repetition Suppression +9

Predictive Codes for Forthcoming Perception in the Frontal Cortex

Christopher Summerfield, Tobias Egner, Matthew Greene et al. · Science · 2006 · 523 citations

Neurolinguistics, Affective Neuroscience, Cognition +18

Expectation and Surprise Determine Neural Population Responses in the Ventral Visual Stream

Tobias Egner, Jim M. Monti, Christopher Summerfield · Journal of Neuroscience · 2010 · 377 citations · Full text

Object Categorization, Brain Mechanism, Affective Neuroscience +18

A Neural Representation of Prior Information during Perceptual Inference

Christopher Summerfield, Étienne Koechlin · Neuron · 2008 · 317 citations · Full text

Cognitive Science, Prior Information, Neurolinguistics +6