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Evolving-an-SNN

Using a parallelized evolution algorithm to train hyperparameters of a spiking neural network

Citations:

D. K. Tasoulis, N. G. Pavlidis, V. P. Plagianakos and M. N. Vrahatis, "Parallel differential evolution," Proceedings of the 2004 Congress on Evolutionary Computation (IEEE Cat. No.04TH8753), Portland, OR, USA, 2004, pp. 2023-2029 Vol.2. doi: 10.1109/CEC.2004.1331145

P. Diehl, M. Cook, "Unsupervised learning of digit recognition using spike-timing-dependent plasticity," Frontiers in Computational Neuroscience, 2015, Vol.9. doi: 10.3389/fncom.2015.00099

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Using a parallelized evolution algorithm to train structural features of a spiking neural network

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