The Development of Dominance Stripes and Orientation Maps in a Self-Organising Visual Cortex Network (VICON)

Details The Development of Dominance Stripes and Orientation Maps in a Self-Organising Visual Cortex Network (VICON) The Development of Dominance Stripes and Orientation Maps in a Self-Organising Visual Cortex Network (VICON)

2010-12-16

arxiv.org/abs/1012.3724v1

Computer Science

Neural and Evolutionary Computing

33 pages, 19 figures

Scientific paper

A self-organising neural network is presented that is based on a rigorous Bayesian analysis of the information contained in individual neural firing events. This leads to a visual cortex network (VICON) that has many of the properties emerge when a mammalian visual cortex is exposed to data arriving from two imaging sensors (i.e. the two retinae), such as dominance stripes and orientation maps.

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