Digital Hardware Spiking Neuronal Network with STDP for Real-time Pattern Recognition

By mimicking or being inspired by the nervous system, neuromorphic systems are designed to realize robust and power-efficient information processing by highly parallel architecture. Spike Timing Dependent Plasticity (STDP) is a common learning method for Spiking Neural Networks (SNNs). Here, we pres...

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Bibliographic Details
Main Authors: Yang Xia, Timothée Levi, Takashi Kohno
Format: Article
Language:English
Published: Atlantis Press 2020-06-01
Series:Journal of Robotics, Networking and Artificial Life (JRNAL)
Subjects:
SNN
Online Access:https://www.atlantis-press.com/article/125941062/view