DocumentCode :
3069624
Title :
On the problem of neural network decomposition into some subnets
Author :
Litinsky, L.B.
Author_Institution :
L.F. Vereshchagin Inst. of High-Pressure Phys., Acad. of Sci., Troitsk, Russia
fYear :
1995
fDate :
20-23 Sep 1995
Firstpage :
254
Lastpage :
260
Abstract :
E.M. Braverman (1970) proposed an approach to the problem of the processing of experimental results, which was called the method for the extremal grouping of parameters. This approach developed the well-known methods of factor analysis. Hopfield´s model of a neuron network is a rather special case of Braverman´s approach. This allows one to generalize Hopfield´s model
Keywords :
Hopfield neural nets; group theory; matrix algebra; optimisation; vectors; Braverman´s approach; Hopfield model; connection matrix; extremal parameters grouping; neural network decomposition; subnets; Hopfield neural networks; Neural networks; Neurons; Physics; Symmetric matrices;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Neuroinformatics and Neurocomputers, 1995., Second International Symposium on
Conference_Location :
Rostov on Don
Print_ISBN :
0-7803-2512-5
Type :
conf
DOI :
10.1109/ISNINC.1995.480865
Filename :
480865
Link To Document :
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