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A recurrent system incorporating characteristics of the visual system: a model for the function of backward neural connections in the visual system

โœ Scribed by K. Okajima

Publisher
Springer-Verlag
Year
1991
Tongue
English
Weight
629 KB
Volume
65
Category
Article
ISSN
0340-1200

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โœฆ Synopsis

A recurrent system is constructed in order to investigate the role of the backward neural connections found in the primate visual system. The system incorporates a layer to perform localized spatial frequency analysis of input images, a function which has been assumed to take place in the primary visual cortex. The function of the system is examined by simulation. The results show that the system can separate an object pattern from its background, irrespective of its precise position. The acceptable displacement range for input images is determined from the width of the window function used to calculate the local Fourier transform. A multilayer version of the above recurrent system is also constructed.

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