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174
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NIPS
1997
15 years 8 months ago
1997
A Lyapunov function for excitatory-inhibitory networks is constructed. The construction assumes symmetric interactions within excitatory and inhibitory populations of neurons, and...
176
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ESANN
2006
15 years 8 months ago
2006
It has been proposed that chaos can serve as a reservoir providing an infinite number of dynamical states [1, 2, 3, 4, 5]. These can be interpreted as different behaviors, search a...
165
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ESANN
1998
15 years 8 months ago
1998
In the present paper, Wavelet Networks, are proven to be, as well as many other neural paradigms, a speci c case of the generic paradigm named Weighted Radial Basis Functions Netw...
158
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IJCNN
2007
IEEE
16 years 29 days ago
2007
IEEE
— A piecewise linear network is discussed which classifies N-dimensional input vectors. The network uses a distance measure to assign incoming input vectors to an appropriate clu...
175
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IJCNN
2007
IEEE
16 years 29 days ago
2007
IEEE
—Starting from the strict interpolation equations for multivariate polynomials, an upper bound is developed for the number of patterns that can be memorized by a nonlinear feedfo...