A Multidataset Characterization of Window-Based Hyperparameters for Deep CNN-Driven sEMG Pattern Recognition

Author:

Kulwa Frank1ORCID,Zhang Haoshi1ORCID,Samuel Oluwarotimi Williams1ORCID,Asogbon Mojisola Grace1ORCID,Scheme Erik2ORCID,Khushaba Rami3ORCID,McEwan Alistair A.4ORCID,Li Guanglin1ORCID

Affiliation:

1. CAS Key Laboratory of Human-Machine Intelligence-Synergy Systems, Shenzhen Institute of Artificial Intelligence and Robotics for Society, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China

2. Institute of Biomedical Engineering, University of New Brunswick, Fredericton, NB, Canada

3. Australian Centre for Field Robotics, Sydney University, Chippendale, NSW, Australia

4. School of Computing and Engineering, University of Derby, Derby, U.K.

Funder

Key-Area Research and Development Program of Guangdong Province

National Natural Science Foundation of China

Guangdong Basic and Applied Research Foundation

Science and Technology Program of Guangdong Province

Ministry of Science and Technology, Shenzhen

ANSO Scholarship for Young Talented Students

Innovative Talent Exchange Program for Foreign Experts

Jinan 5150 Program for Talents Introduction

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Artificial Intelligence,Computer Networks and Communications,Computer Science Applications,Human-Computer Interaction,Signal Processing,Control and Systems Engineering,Human Factors and Ergonomics

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