Could information theory provide an ecological theory of sensory processing?
Data up to Jan 2025
Total Citations Per Year
Abstract
References (50)
A Mathematical Theory of Communication
1948 • 39,028 citations
Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images
1984 • 17,865 citations
Probability, Random Variables, and Stochastic Processes.
1984 • 16,636 citations
Advances in Neural Information Processing Systems 14
2002 • 9,376 citations
Information Theory and Reliable Communication
1969 • 3,871 citations
The Synaptic Organization of the Brain
2004 • 3,543 citations
Relations between the statistics of natural images and the response properties of cortical cells
1987 • 3,200 citations
Advances in neural information processing systems 1
1989 • 3,021 citations
Some informational aspects of visual perception.
1954 • 2,854 citations
Sensory Communication
1961 • 2,849 citations
The contrast sensitivity of retinal ganglion cells of the cat
1966 • 2,642 citations
Prediction and Entropy of Printed English
1951 • 2,589 citations
Chromatic mechanisms in lateral geniculate nucleus of macaque.
1984 • 1,571 citations
Self-organization in a perceptual network
1988 • 1,489 citations
Reading a Neural Code
1991 • 1,031 citations
Predictive coding: a fresh view of inhibition in the retina
1982 • 1,028 citations
A Simple Coding Procedure Enhances a Neuron's Information Capacity
1981 • 996 citations
The contrast sensitivity of human colour vision to red‐green and blue‐yellow chromatic gratings.
1985 • 942 citations
Unsupervised Learning
1989 • 876 citations
Chapter 9 Visual adaptation and retinal gain controls
1984 • 874 citations
Optical quality of the human eye
1966 • 810 citations
What Does the Retina Know about Natural Scenes?
1992 • 723 citations
Vision: Coding and efficiency
1991 • 672 citations
Spatial Modulation Transfer in the Human Eye
1967 • 630 citations
Towards a Theory of Early Visual Processing
1990 • 579 citations
Trichromacy, opponent colours coding and optimum colour information transmission in the retina
1983 • 510 citations
Pattern Recognition: Human and Mechanical
1985 • 503 citations
Psychophysical studies of monkey Vision-III. Spatial luminance contrast sensitivity tests of macaque and human observers
1974 • 442 citations
How to Generate Ordered Maps by Maximizing the Mutual Information between Input and Output Signals
1989 • 262 citations
Adaptation effects on spatio-temporal sine-wave thresholds
1972 • 241 citations
Colour‐coded ganglion cells in the goldfish retina: extension of their receptive fields by means of new stimuli
1968 • 238 citations
Statistics of Television Signals
1952 • 227 citations
Finding Minimum Entropy Codes
1989 • 222 citations
Early Visual Processing in Insects
1984 • 159 citations
Experiments with Linear Prediction in Television
1952 • 118 citations
Pattern recognition as a quest for minimum entropy
1981 • 106 citations
The Informational Capacity of the Human Eye
1951 • 98 citations
Form and function in retinal processing
1987 • 97 citations
Some studies in the speed of visual perception
1956 • 84 citations
What The Statistics Of Natural Images Tell Us About Visual Coding
1989 • 82 citations
Human contrast discrimination and the threshold of cortical neurons
1987 • 82 citations
Neural Control of Input into Long Term Memory: Limbic System and Amnestic Syndrome in Man
1973 • 66 citations
The measurement of third order probability distributions of television signals
1956 • 51 citations
Coding Efficiency and Design in Visual Processing
1989 • 43 citations
Information transmission in the nervous system
1979 • 39 citations
Performance of a Stochastic Net
1960 • 38 citations
Statistical calculation of word entropies for four Western languages
1955 • 32 citations
An introduction to neural and electronic networks
1992 • 31 citations
Reading Between the Spikes in the Cereal Filiform Hair Receptors of the Cricket
1992 • 17 citations
Minimum-entropy coding with Hopfield networks
1991 • 14 citations