Spiking Neural Network Self-configuration for Temporal Pattern Recognition Analysis
In this work we provide design guidelines for the hardware implementation of Spiking Neural Networks. The proposed methodology is applied to temporal pattern recognition analysis. For this purpose the networks are trained using a simplified Genetic Algorithm. The proposed solution is applied to estimate the processing efficiency of Spiking Neural Networks.
KeywordsNeural Networks Spiking Neural Networks Hardware implementation of Genetic Algorithms
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- 1.Malaka, R., Buck, S.: Solving nonlinear optimization problems using networks of spiking neurons. In: Int. Joint Conf. on Neural Networks, Como, pp. 486–491 (2000)Google Scholar