Spiking neural network tactile classification method with faster and more accurate membrane potential representation

Abstract Robot perception is an important topic in artificial intelligence field, and tactile recognition in particular is indispensable for human–computer interaction. Efficiently classifying data obtained by touch sensors has long been an issue. In recent years, spiking neural networks (SNNs) have...

Full description

Saved in:
Bibliographic Details
Main Authors: Jing Yang, Zukun Yu, Xiaoyang Ji, Zhidong Su, Shaobo Li, Yang Cao
Format: Article
Language:English
Published: Wiley 2024-12-01
Series:IET Collaborative Intelligent Manufacturing
Subjects:
Online Access:https://doi.org/10.1049/cim2.70004
Tags: Add Tag
No Tags, Be the first to tag this record!