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Artificial neural network 1 Computational complexity 1 Hopfield neural network 1 Huge data array 1 Large-scale simulation 1 Optimization 1 Simulation 1 Weight matrix 1
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Serpen, Gursel 1
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Mathematics and Computers in Simulation (MATCOM) 1
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Managing spatio-temporal complexity in Hopfield neural network simulations for large-scale static optimization
Serpen, Gursel - In: Mathematics and Computers in Simulation (MATCOM) 64 (2004) 2, pp. 279-293
A simulation methodology, which trades space complexity with time complexity, to create the Hopfield neural network weight matrix, the costliest data structure for simulation of Hopfield neural network algorithm for large-scale optimization problems, is proposed. Modular composition of a weight...
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