Structure of neural assembly

The process of neural assembly formation in neural networks with a low level of activity is investigated. The experiments conducted show the possibility of forming neural assemblies with nucleus and fringe and of restoring both the nucleus and the nucleus with fringe. This proves that the neural net...

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Bibliographic Details
Published in[Proceedings] 1992 RNNS/IEEE Symposium on Neuroinformatics and Neurocomputers pp. 423 - 434 vol.1
Main Authors Kussul, E.M., Baidyk, T.N.
Format Conference Proceeding
LanguageEnglish
Published IEEE 1992
Subjects
Artificial intelligence
Assembly
Associative memory
Clocks
Cybernetics
Information processing
Neural networks
Neurons
Prototypes
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Summary:The process of neural assembly formation in neural networks with a low level of activity is investigated. The experiments conducted show the possibility of forming neural assemblies with nucleus and fringe and of restoring both the nucleus and the nucleus with fringe. This proves that the neural network has additional functions: to form prototypes and to restore the assembly nucleus and assembly fringes from their parts. The tests performed have addressed the problem of decreasing neural network capacity.< >
ISBN:0780308093
9780780308091
DOI:10.1109/RNNS.1992.268545