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The “Brain-State-in-a-Box” neural model is a gradient descent algorithm

✍ Scribed by Richard M. Golden


Book ID
103197061
Publisher
Elsevier Science
Year
1986
Tongue
English
Weight
465 KB
Volume
30
Category
Article
ISSN
0022-2496

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The Brain-State-in-a-Box Neural model is shown to converge to the hypercube's extreme points under mild assumptions. Absorption at other fixed points of the activity rule is shown to be avoided by a simple randomization. This is possible because, as is shown, the extreme points are the only stable e