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DS4NN: Direct training of deep spiking neural networks with single spike-based temporal coding

Backpropagation is the foremost prevalent and common algorithm for training conventional neural networks with deep construction. Here we propose DS4NN, temporal backpropagation for deep spiking neural networks with one spike per neuron. We consider a convolutional spiking neural network consisting o...

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I tiakina i:
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Ngā kaituhi matua: Maryam Mirsadeghi, Majid Shalchian, Saeed Reza Kheradpisheh
Hōputu: Artigo
Reo:Inglês
I whakaputaina: Amirkabir University of Technology 2023-12-01
Rangatū:AUT Journal of Electrical Engineering
Ngā marau:
Urunga tuihono:https://eej.aut.ac.ir/article_5080_802cb5a6c14d7e84c5eb6168b526f23a.pdf
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