Ensembling SNNs with STDP Learning on Base of Rate Stabilization for Image Classification
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Alexander Sboev | Alexey Serenko | Danila Vlasov | Roman Rybka | A. Sboev | R. Rybka | A. Serenko | D. Vlasov
[1] A. Sboev,et al. Solving a classification task by spiking neural network with STDP based on rate and temporal input encoding , 2020, Mathematical Methods in the Applied Sciences.
[2] Sander M. Bohte,et al. Computing with Spiking Neuron Networks , 2012, Handbook of Natural Computing.
[3] Adam Krzyżak,et al. Methods of combining multiple classifiers and their applications to handwriting recognition , 1992, IEEE Trans. Syst. Man Cybern..
[4] D. Feldman. The Spike-Timing Dependence of Plasticity , 2012, Neuron.
[5] Matthew Cook,et al. Unsupervised learning of digit recognition using spike-timing-dependent plasticity , 2015, Front. Comput. Neurosci..
[6] T. Serrano-Gotarredona,et al. STDP and STDP variations with memristors for spiking neuromorphic learning systems , 2013, Front. Neurosci..
[7] Ammar Belatreche,et al. An online supervised learning method for spiking neural networks with adaptive structure , 2014, Neurocomputing.
[8] Timothée Masquelier,et al. STDP-based spiking deep neural networks for object recognition , 2016, Neural Networks.
[9] Alexander Sboev,et al. To the role of the choice of the neuron model in spiking network learning on base of Spike-Timing-Dependent Plasticity , 2018 .
[10] Fabien Alibart,et al. Plasticity in memristive devices for spiking neural networks , 2015, Front. Neurosci..
[11] Andrey Filchenkov,et al. Estimation of the influence of spiking neural network parameters on classification accuracy using a genetic algorithm , 2018, BICA.