Spiking Neurons with Neural Dynamics Implemented Using Stochastic Memristors

Spiking Neurons with Neural Dynamics Implemented Using Stochastic Memristors

Abstract Implementing and integrating spiking neurons for neuromorphic hardware realization conforming to spiking neural networks holds great promise in enabling efficient learning and decision‐making. The spiking neurons, however, may lack the spiking dynamics to encode the dynamical information in...

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Bibliographic Details
Main Authors: Lekai Song, Pengyu Liu, Jingfang Pei, Fan Bai, Yang Liu, Songwei Liu, Yingyi Wen, Leonard W. T. Ng, Kong‐Pang Pun, Shuo Gao, Max Q.‐H. Meng, Tawfique Hasan, Guohua Hu
Format: Article
Language:English
Published: Wiley-VCH 2024-01-01
Series:Advanced Electronic Materials
Subjects:
neural spiking dynamics
self‐reset threshold switching memristors
spike‐based neuromorphic computing
spiking neurons
switching stochasticity
Online Access:https://doi.org/10.1002/aelm.202300564

Internet

https://doi.org/10.1002/aelm.202300564

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