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Topic: binocular neurons

Seminar
1 seminar

In Artificial Intelligence and Biology

Seminar · Computational Neuroscience

Neural network models of binocular depth perception

Paul Hibbard · University of Essex

Wed, Dec 1, 2021 · 13:00 UTC

Our visual experience of living in a three-dimensional world is created from the information contained in the two-dimensional images projected into our eyes. The overlapping visual fields of the two eyes mean that their images are highly correlated, and that the small differences that are present represent an important cue to depth. Binocular neurons encode this information in a way that both maximises efficiency and optimises disparity tuning for the depth structures that are found in our natural environment. Neural network models provide a clear account of how these binocular neurons encode