Spatiotemporal dynamics of odor representations in the human brain revealed by EEG decoding

Author:

Kato Mugihiko1ORCID,Okumura Toshiki1ORCID,Tsubo Yasuhiro2ORCID,Honda Junya3,Sugiyama Masashi45ORCID,Touhara Kazushige15,Okamoto Masako1

Affiliation:

1. Graduate School of Agricultural and Life Sciences, the University of Tokyo, Bunkyo-ku, Tokyo, 113-8657, Japan

2. College of Information Science and Engineering, Ritsumeikan University, Kusatsu, 525-8577, Japan

3. Graduate School of Informatics, Kyoto University, Sakyo-ku, Kyoto, 606-8501, Japan

4. Graduate School of Frontier Sciences, the University of Tokyo, Kashiwa-shi, Chiba, 277-8561, Japan

5. International Research Center for Neurointelligence (WPI-IRCN), Institutes for Advanced Study, the University of Tokyo, Tokyo, 113-0033, Japan

Abstract

Significance To elucidate when and where in the brain different aspects of odor perception emerge, we decoded odors from an electroencephalogram and associated the results with perception and source activities. The odor information was decoded 100 ms after odor onset at the earliest, with its signal sources estimated in and around the olfactory areas. The neural representation of odor unpleasantness emerged 300 ms after odor onset, followed by pleasantness and perceived quality at 500 ms. During this time, brain regions representing odor information spread rapidly from the olfactory areas to regions associated with emotional, semantic, and memory processing. The results suggested that odor perception emerges through computations in these areas, with different perceptual aspects having different spatiotemporal dynamics.

Funder

MEXT | Japan Society for the Promotion of Science

MEXT | Japan Science and Technology Agency

Publisher

Proceedings of the National Academy of Sciences

Subject

Multidisciplinary

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