EEG Spatial Analysis based on Brain thermogram Image Recognition

被引：0

作者：

Ding, Mingzhen ^{[1
]}

Liu, Ziyi ^{[1
]}

Xu, Guohui ^{[1
]}

Ding, Shudong ^{[1
]}

Zhang, Hao Lan ^{[2
]}

机构：

[1] Ningbo Tech Univ, Ningbo, Zhejiang, Peoples R China

[2] NIT Zhejiang Univ, Ningbo, Zhejiang, Peoples R China

来源：

PROCEEDINGS OF 2021 IEEE/WIC/ACM INTERNATIONAL CONFERENCE ON WEB INTELLIGENCE AND INTELLIGENT AGENT TECHNOLOGY WORKSHOPS AND SPECIAL SESSIONS: (WI-IAT WORKSHOP/SPECIAL SESSION 2021) | 2021年

基金：

中国国家自然科学基金;

关键词：

Image Recognition; Brain Analysis; EEG; CNN; VGG;

D O I：

10.1145/3498851.3498951

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

EEG feature recognition is an important research issue for understanding human brain activities. However, the invasive solution for brain informatics research is causing concerns on its safety and reliability. Therefore, current research in brain informatics field pays more attention on non-invasive brain analysis. In this paper, we introduce a novel solution, which combines EEG signal analysis with EEG heat spots image recognition based on the Convolutional Neural Network (CNN) method. The experimental results demonstrate our solution can enhance the EEG feature recognition.

引用

页码：197 / 202

页数：6

共 50 条

[31] Retraction Note to: Translation analysis of English address image recognition based on image recognition
Shengfang Wen
EURASIP Journal on Image and Video Processing, 2022
[32] Emotion Recognition and Dynamic Functional Connectivity Analysis Based on EEG
Liu, Xucheng
Li, Ting
Tang, Cong
Xu, Tao
Chen, Peng
Bezerianos, Anastasios
Wang, Hongtao
IEEE ACCESS, 2019, 7 : 143293 - 143302
[33] Emotion Feature Analysis and Recognition Based on Reconstructed EEG Sources
Chen, Guijun
Zhang, Xueying
Sun, Ying
Zhang, Jing
IEEE ACCESS, 2020, 8 : 11907 - 11916
[34] Emotion recognition based on EEG source signals and dynamic brain function network
Sun, He
Wang, Hailing
Wang, Raofen
Gao, Yufei
JOURNAL OF NEUROSCIENCE METHODS, 2025, 415
[35] Dynamic differential entropy and brain connectivity features based EEG emotion recognition
Zheng, Fa
Hu, Bin
Zheng, Xiangwei
Ji, Cun
Bian, Ji
Yu, Xiaomei
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2022, 37 (12) : 12511 - 12533
[36] Recognition of VR Motion Sickness Level Based on EEG and Functional Brain Network
Hua, Chengcheng
Chai, Lining
Zhou, Zhanfeng
Fu, Rongrong
12TH ASIAN-PACIFIC CONFERENCE ON MEDICAL AND BIOLOGICAL ENGINEERING, VOL 1, APCMBE 2023, 2024, 103 : 95 - 102
[37] An EEG-based Brain-Computer Interface for Attention State Recognition
Tang, Yongchao
Huang, Haiyun
2020 INTERNATIONAL SYMPOSIUM ON AUTONOMOUS SYSTEMS (ISAS), 2020, : 100 - 104
[38] Brain Rhythm Sequencing and Its Application for EEG-based Emotion Recognition
Li, Jia Wen
Barma, Shovan
Pun, Sio Hang
Vai, Mang, I
Wan, Feng
Liu, Wai Sun
Mak, Peng Un
2021 IEEE INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND VIRTUAL ENVIRONMENTS FOR MEASUREMENT SYSTEMS AND APPLICATIONS (IEEE CIVEMSA 2021), 2021,
[39] Identifying Functional Brain Connectivity Patterns for EEG-Based Emotion Recognition
Wu, Xun
Zheng, Wei-Long
Lu, Bao-Liang
2019 9TH INTERNATIONAL IEEE/EMBS CONFERENCE ON NEURAL ENGINEERING (NER), 2019, : 235 - 238
[40] EEG Based Depression Recognition by Combining Functional Brain Network and Traditional Biomarkers
Sun, Shuting
Chen, Huayu
Shao, Xuexiao
Liu, Liangliang
Li, Xiaowei
Hu, Bin
2020 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE, 2020, : 2074 - 2081

← 1 2 3 4 5 →