Reduce System Redundancy and Optimize Sensor Disposition for EMG–IMU Multimodal Fusion Human–Machine Interfaces With XAI
Author:
Affiliation:
1. State Key Laboratory of Mechanical System and Vibration, School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, China
2. College of Electronics and Information Engineering, Tongji University, Shanghai, China
Funder
National Natural Science Foundation of China
Shanghai Municipal Science and Technology Major Project
Chenguang Program by Shanghai Municipal Education Commission
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Electrical and Electronic Engineering,Instrumentation
Link
http://xplorestaging.ieee.org/ielx7/19/10012124/09999246.pdf?arnumber=9999246
Reference58 articles.
1. Explainable artificial intelligence (XAI) in deep learning-based medical image analysis
2. Explainable Deep Learning Model for EMG-Based Finger Angle Estimation Using Attention
3. A survey of methods for explaining black box models;riccardo;ACM Comput Surv,2018
4. A novel art gesture recognition model based on two channel region-based convolution neural network for explainable human-computer interaction understanding
5. Interpreting Recurrent and Attention-Based Neural Models: a Case Study on Natural Language Inference
Cited by 9 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. Multimodal Fusion of EEG and EMG Signals Using Self-Attention Multi-Temporal Convolutional Neural Networks for Enhanced Hand Gesture Recognition in Rehabilitation;2024 IEEE International Conference on Omni-layer Intelligent Systems (COINS);2024-07-29
2. Digital Sensing Systems for Electromyography;IEEE Transactions on Neural Systems and Rehabilitation Engineering;2024
3. sEMG-Based Wearable HMI System For Real-Time Robotic Arm Control With Edge AI;2023 IEEE Biomedical Circuits and Systems Conference (BioCAS);2023-10-19
4. Feasibility of Wearable PPG for Simultaneous Hand Gesture and Force Level Classification;IEEE Sensors Journal;2023-03-15
5. Synthetic EMG Based on Adversarial Style Transfer Can Effectively Attack Biometric-Based Personal Identification Models;IEEE Transactions on Neural Systems and Rehabilitation Engineering;2023
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3