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MT-Spike: A Multilayer Time-based Spiking Neuromorphic Architecture with Temporal Error Backpropagation [article]

Tao Liu, Zihao Liu, Fuhong Lin, Yier Jin, Gang Quan, Wujie Wen
2018 arXiv   pre-print

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In this work, a practical multilayer time-based spiking neuromorphic architecture, namely "MT-Spike", is developed to fill this gap.  ...  With the proposed practical time-coding scheme, average delay response model, temporal error backpropagation algorithm, and heuristic loss function, "MT-Spike" achieves more efficient neural processing  ...  DESIGN DETAILS In this section, we present the design details of our proposed "MT-Spike" -a multilayer time-based spiking neuromorphic architecture with temporal error backpropagation. A.  ... 
arXiv:1803.05117v1 fatcat:6jlqjso3gfc6pno5scr53uzxeu
Citation

Tao Liu, Zihao Liu, Fuhong Lin, Yier Jin, Gang Quan, Wujie Wen. "MT-Spike: A Multilayer Time-based Spiking Neuromorphic Architecture with Temporal Error Backpropagation." arXiv (2018)