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cond-mat.stat-mech2000
Finite Size Scaling of Perceptron
Elka Korutcheva, N. Tonchev
We study the first-order transition in the model of a simple perceptron with continuous weights and large, bit finite value of the inputs. Making the analogy with the usual finite-…
cond-mat.stat-mech1999
Three-state neural network: from mutual information to the hamiltonian
David R. Dominguez Carreta, Elka Korutcheva
The mutual information, I, of the three-state neural network can be obtained exactly for the mean-field architecture, as a function of three macroscopic parameters: the overlap, th…