Toward a unified theory of efficient, predictive, and sparse coding

Theory of cortical function

(2017) David J. Heeger   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Optimal Prediction in the Retina and Natural Motion Statistics

(2016) Jared M. Salisbury et al.   JOURNAL OF STATISTICAL PHYSICS

Information Processing in Living Systems

(2016) Gašper Tkačik et al.   Annual Review of Condensed Matter Physics

Predictive information in a sensory population

(2015) Stephanie E. Palmer et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

A Simple Model of Optimal Population Coding for Sensory Systems

(2014) Eizaburo Doi et al.   PLoS Computational Biology

Variance predicts salience in central sensory processing

(2014) Ann M Hermundstad et al.   eLife

Efficient Coding of Spatial Information in the Primate Retina

(2012) E. Doi et al.   JOURNAL OF NEUROSCIENCE

Spike-Based Population Coding and Working Memory

(2011) Martin Boerlin et al.   PLoS Computational Biology

A Spiking Neuron as Information Bottleneck

(2010) Lars Buesing et al.   NEURAL COMPUTATION

Local statistics in natural scenes predict the saliency of synthetic textures

(2010) G. Tkacik et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Optimal population coding by noisy spiking neurons

(2010) G. Tkacik et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Receptive fields and functional architecture in the retina

(2009) Vijay Balasubramanian et al.   JOURNAL OF PHYSIOLOGY-LONDON

Predictive Coding and the Slowness Principle: An Information-Theoretic Approach

(2007) Felix Creutzig et al.   NEURAL COMPUTATION