An Approximation of the Error Backpropagation Algorithm in a Predictive Coding Network with Local Hebbian Synaptic Plasticity

A tutorial on the free-energy framework for modelling perception and learning

(2017) Rafal Bogacz   JOURNAL OF MATHEMATICAL PSYCHOLOGY

Encoding of Stimulus Probability in Macaque Inferior Temporal Cortex

(2016) Andrew H. Bell et al.   CURRENT BIOLOGY

Experience-dependent spatial expectations in mouse visual cortex

(2016) Aris Fiser et al.   NATURE NEUROSCIENCE

Mismatch Receptive Fields in Mouse Visual Cortex

(2016) Pawel Zmarz et al.   NEURON

Random synaptic feedback weights support error backpropagation for deep learning

(2016) Timothy P. Lillicrap et al.   Nature Communications

Properties of Neurons in External Globus Pallidus Can Support Optimal Action Selection

(2016) Rafal Bogacz et al.   PLoS Computational Biology

Preconfigured, Skewed Distribution of Firing Rates in the Hippocampus and Entorhinal Cortex

(2013) Kenji Mizuseki et al.   Cell Reports

Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups

(2012) Geoffrey Hinton et al.   IEEE SIGNAL PROCESSING MAGAZINE

Canonical Microcircuits for Predictive Coding

(2012) Andre M. Bastos et al.   NEURON

Action and behavior: a free-energy formulation

(2010) Karl J. Friston et al.   BIOLOGICAL CYBERNETICS

Attention, Uncertainty, and Free-Energy

(2010) Harriet Feldman et al.   Frontiers in Human Neuroscience

The free-energy principle: a unified brain theory?

(2010) Karl Friston   NATURE REVIEWS NEUROSCIENCE

Neural repetition suppression reflects fulfilled perceptual expectations

(2008) Christopher Summerfield et al.   NATURE NEUROSCIENCE

Reconciling Predictive Coding and Biased Competition Models of Cortical Function

(2008) Michael W. Spratling   Frontiers in Computational Neuroscience