Variation-resilient spike-timing-dependent plasticity in memristors using bursting neuron circuit

Spike-timing-dependent plasticity (STDP) is a classic synaptic function that facilitates learning and memory in a biological brain. Hardware implementation of neural circuits supporting dynamical STDP functions offers notable advantages in terms of processing speed and efficiency over software-based...

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Bibliographic Details

Published in:	Neuromorphic Computing and Engineering
Main Authors:	Yize Liu, Jiayi Zhao, Yu Xiao, Peng Chen, Haisong Chen, Enhui He, Peng Lin, Gang Pan
Format:	Article
Language:	English
Published:	IOP Publishing 2025-01-01
Subjects:	neuron circuits spike-timing-dependent plasticity spiking neural network bursting memristor
Online Access:	https://doi.org/10.1088/2634-4386/add9c0