International Symposium on Nonlinear Theory and Its Applications
Combinatorial Optimization Problem on Neural Network with Dynamic Synapses
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Here we use the transitive dynamics induced by dynamic synapses to effectively search the space of solution of TSP. The network model composed of the stochastic neurons and depression-dominant dynamics synapses. We show that the transitive dynamics with dynamic synapses enhances performance of solving STP rather than a network with mere stochastic noise.