Raw Electroencephalogram-Based Cognitive Workload Classification Using Directed and Nondirected Functional Connectivity Analysis and Deep Learning

Author:

Gupta Anmol1ORCID,Daniel Ronnie2,Rao Akash3,Roy Partha Pratim1,Chandra Sushil4,Kim Byung-Gyu5ORCID

Affiliation:

1. Department of Computer Science and Engineering, Indian Institute of Technology Roorkee, Roorkee, India.

2. Department of Applied Mechanics, Indian Institute of Technology Madras, Chennai, India.

3. School of Computing and Electrical Engineering, Applied Cognitive Science Laboratory, Indian Institute of Technology Mandi, Mandi, India.

4. Department of Biomedical Engineering, INMAS Defence Research and Development Organization, New Delhi, India.

5. Division of Artificial Intelligence Engineering, Sookmyung Women's University, Seoul, South Korea.

Publisher

Mary Ann Liebert Inc

Subject

Information Systems and Management,Computer Science Applications,Information Systems

Cited by 2 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. Is Virtual Reality better than desktop-based cognitive training? A neurobehavioral evaluation of visual processing and transfer performance;2023 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct);2023-10-16

2. Prediction of decision-making performance post-longitudinal tDCS administration via EEG features and machine learning;Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive Environments;2023-07-05

同舟云学术

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