The self-organizing feature maps
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This report describes a neural network model which is capable of automatically forming internal representations of the exterior signal space. A simplified self-organizing algorithm is presented and some examples of computer simulations are given. The feasibility of the method in terms of actual neural networks is discussed and some possibilities for application to artificial systems are given.
[1] Teuvo Kohonen,et al. Self-organized formation of topologically correct feature maps , 2004, Biological Cybernetics.
[2] N. Suga,et al. Neural axis representing target range in the auditory cortex of the mustache bat. , 1979, Science.
[3] S. Zeki. The representation of colours in the cerebral cortex , 1980, Nature.
[4] Teuvo Kohonen,et al. Self-Organization and Associative Memory, Third Edition , 1989, Springer Series in Information Sciences.