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cond-mat.dis-nn2010
Local Minima of a Quadratic Binary Functional with a Quasi-Hebbian Connection Matrix
Yakov Karandashev, Boris Kryzhanovsky, Leonid Litinskii
The local minima of a quadratic functional depending on binary variables are discussed. An arbitrary connection matrix can be presented in the form of quasi-Hebbian expansion where…
cond-mat.dis-nn2004
Vector-Neuron Models of Associative Memory
B. V. Kryzhanovsky, L. B. Litinskii, A. L. Mikaelian
We consider two models of Hopfield-like associative memory with -valued neurons: Potts-glass neural network (PGNN) and parametrical neural network (PNN). In these models neurons…