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A biologically constrained learning mechanism in networks of formal neurons

โœ Scribed by L. Personnaz; I. Guyon; G. Dreyfus; G. Toulouse

Publisher
Springer
Year
1986
Tongue
English
Weight
528 KB
Volume
43
Category
Article
ISSN
0022-4715

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Self-organization of orientation maps due to external stimuli in the primary visual area of the cerebral cortex is studied in a two-layered neural network which consists of formal neuron models with a sigmoidal output function. A cluster learning rule is proposed as an extended Hebbian learning rule