Spatial feature optimization through a genetic algorithm in a sensory-association-based brain-machine interface

Author:

Tsunekawa Hikaru1ORCID,Maruyama Yasuhisa2ORCID,Martinez-Tejada Laura Alejandra2ORCID,Hatakeyama Kazutoshi3ORCID,Suda Tomohiro3ORCID,Wada Chizu4ORCID,Inomata Takumi5ORCID,Saito Kimio3ORCID,Kasukawa Yuji3ORCID,Miyakoshi Naohisa6ORCID,Yoshimura Natsue2ORCID

Affiliation:

1. Department of Information and Communication Engineering, Tokyo Institute of Technology, Japan

2. Department of Computer Science, Tokyo Institute of Technology, Japan

3. Department of Rehabilitation Medicine, Akita University Hospital, Japan

4. Department of Neurology, National Hospital Organization Akita National Hospital, Japan

5. Department of Neurology, Akita City Hospital, Japan

6. Department of Orthopedic Surgery, Akita University Graduate School of Medicine, Japan

Funder

Japan Society for the Promotion of Science

Publisher

ACM

Reference9 articles.

1. Natsue Yoshimura, Kaito Umetsu, Alessandro Tonin, Yasuhisa Maruyama, Kyosuke Harada, Aygul Rana, Gowrishankar Ganesh, Ujwal Chaudhary, Yasuharu Koike, and Niels Birbaumer. 2021. Binary Semantic Classification Using Cortical Activation with Pavlovian-Conditioned Vestibular Responses in Healthy and Locked-In Individuals. Cerebral Cortex Communications 2. 7 (2021). 1-13.

2. Chea-Yau Kee, S.G. Ponnambalam, and Chu-Kiong Loo. 2015. Multi-objective genetic algorithm as channel selection method for P300 and motor imagery data set. Neurocomputing 161. 3 (2015). 120-131.

3. Luo Y and Lu BL. 2018. EEG Data Augmentation for Emotion Recognition Using a Conditional Wasserstein GAN. 2018 40TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC). 8 (2018). 2535-2538.

4. Ivan P. Pavlov. 1927. Conditioned reflexes: An investigation of the physiological activity of the cerebral cortex. Oxford University Press. (1927).

5. Richard C Fitzpatrick, Jon Marsden, Stephen R Lord, and Brian L Day. 2002. Galvanic vestibular stimulation evokes sensations of body rotation. Neuroreport vol.13 (18). 12 (2002). 2379-2383.

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