Title :
On the problem of neural network decomposition into some subnets
Author_Institution :
L.F. Vereshchagin Inst. of High-Pressure Phys., Acad. of Sci., Troitsk, Russia
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;
Conference_Titel :
Neuroinformatics and Neurocomputers, 1995., Second International Symposium on
Conference_Location :
Rostov on Don
Print_ISBN :
0-7803-2512-5
DOI :
10.1109/ISNINC.1995.480865
