[visionlist] Tutorial on "Understanding early visual receptive fields from efficient coding principles"
li.zhaoping at tuebingen.mpg.de
Thu Jul 1 12:26:12 -04 2021
Understanding principles of efficient coding can enable you to answer
questions such as: why should the input contrast response function of a
neuron take its particular form? Why do retinal ganglion cells have
center-surround receptive fields? How correlated or uncorrelated should
the visual responses from different retinal ganglion cells be? Why do
receptive fields of retinal ganglion cells increase their sizes in dim
light? How could visual coding depend on animal species? Why are color
selective V1 neurons less sensitive to visual motion signals? How can
one predict the ocular dominance properties of V1 neurons from
developmental conditions? How should neurons adapt to changes in visual
This tutorial guides you on how to answer such questions.
(1) A list of 45 short video lecture clips (about 10 minutes each on
average) on YouTube, see
(2) In addition to (1), you can join CNS *2021 (see
https://www.cnsorg.org/cns-2021-tutorials#T3 ), which enables social
interactions with the lecturer and other students via Discord, and on
July 3rd (the tutorial day) for highlights, Q&As, and discussions.
PS: we also have positions for Human visual psychophysics postdoc/Ph.D.
students and others, see
Li Zhaoping, Ph.D.
Prof. of Cognitive Science, University of Tuebingen
Head of Department of Sensory and Sensorimotor Systems,
Max Planck Institute of Biological Cybernetics
Author of "Understanding vision: theory, models, and data", Oxford University Press, 2014
-------------- next part --------------
An HTML attachment was scrubbed...
More information about the visionlist