脑机接口 / BCI

EvoFA: Evolvable Fast Adaptation for EEG Emotion Recognition

Ming Jin, Danni Zhang, Gangming Zhao, Changde Du, Jinpeng Li

专题命中 EEG解码 ：EEG(title,abstract)；分类 cs.LG

Using Ear-EEG to Decode Auditory Attention in Multiple-speaker Environment

Haolin Zhu, Yujie Yan, Xiran Xu, Zhongshu Ge, Pei Tian, Xihong Wu, Jing Chen

专题命中 EEG解码 ：EEG(title,abstract)；分类 eess.SP

Enhancing Representation Learning of EEG Data with Masked Autoencoders

Yifei Zhou, Sitong Liu

专题命中 EEG解码 ：EEG(title,abstract)；分类 cs.HC

Exploring Large-Scale Language Models to Evaluate EEG-Based Multimodal Data for Mental Health

Yongquan Hu, Shuning Zhang, Ting Dang, Hong Jia, Flora D. Salim, Wen Hu, Aaron J. Quigley

专题命中 EEG解码 ：EEG(title,abstract)；分类 cs.HC

Comments 6 pages; UbiComp Companion '24, Companion of the 2024 ACM International Joint Conference on Pervasive and Ubiquitous Computing, October 5--9, 2024}{Melbourne, VIC, Australia

EEG classification for visual brain decoding with spatio-temporal and transformer based paradigms

Akanksha Sharma, Jyoti Nigam, Abhishek Rathore, Arnav Bhavsar

专题命中 EEG解码 ：EEG(title,abstract)；分类 cs.HC

Comments The paper has been submitted at ICPR 2024. It contains 17 pages with 9 images

Advancing EEG-Based Gaze Prediction Using Depthwise Separable Convolution and Enhanced Pre-Processing

Matthew L Key, Tural Mehtiyev, Xiaodong Qu

专题命中 EEG解码 ：EEG(title,abstract)；分类 cs.LG

Journal ref International Conference on Human-Computer Interaction (HCII 2024)

Parkinson's Disease Detection from Resting State EEG using Multi-Head Graph Structure Learning with Gradient Weighted Graph Attention Explanations

Christopher Neves, Yong Zeng, Yiming Xiao

专题命中 EEG解码 ：EEG(title,abstract)；分类 cs.LG

Comments Accepted at MLCN 2024

Information dynamics of $in\; silico$ EEG Brain Waves: Insights into oscillations and functions

Gustavo Menesse, Joaquin J. Torres

专题命中 EEG解码 ：EEG(title,abstract)；分类 q-bio.NC

Comments 47 pages, 15 figures

MV-PURE Spatial Filters with Application to EEG/MEG Source Reconstruction

Tomasz Piotrowski, Jan Nikadon, David Gutierrez

专题命中 EEG解码 ：EEG(title,abstract)；分类 eess.SP

Comments IEEE Transactions on Signal Processing, 2019

Investigating the Timescales of Language Processing with EEG and Language Models

Davide Turco, Conor Houghton

专题命中 EEG解码 ：EEG(title,abstract)；分类 q-bio.NC

Comments Accepted at the 2024 Conference on Cognitive Computational Neuroscience (CCN 2024)

Explain EEG-based End-to-end Deep Learning Models in the Frequency Domain

Hanqi Wang, Kun Yang, Jingyu Zhang, Tao Chen, Liang Song

专题命中 EEG解码 ：EEG(title,abstract)；分类 eess.SP

Wavelet-based Autoencoder and EfficientNet for Schizophrenia Detection from EEG Signals

Umesh Kumar Naik M, Shaik Rafi Ahamed

专题命中 EEG解码 ：EEG(title,abstract)；分类 eess.SP

Artificial Intelligence for EEG Prediction: Applied Chaos Theory

Vincent Jorgsson

专题命中 EEG解码 ：EEG(title,abstract)；分类 q-bio.NC

Comments 70 pages, 14 figures, project report

Online Learning of Multiple Tasks and Their Relationships : Testing on Spam Email Data and EEG Signals Recorded in Construction Fields

Yixin Jin, Wenjing Zhou, Meiqi Wang, Meng Li, Xintao Li, Tianyu Hu

专题命中 EEG解码 ：EEG(title,abstract)；分类 cs.LG

A Novel Approach to Image EEG Sleep Data for Improving Quality of Life in Patients Suffering From Brain Injuries Using DreamDiffusion

David Fahim, Joshveer Grewal, Ritvik Ellendula

专题命中 EEG解码 ：EEG(title,abstract)；分类 q-bio.NC

EIT-1M: One Million EEG-Image-Text Pairs for Human Visual-textual Recognition and More

Xu Zheng, Ling Wang, Kanghao Chen, Yuanhuiyi Lyu, Jiazhou Zhou, Lin Wang

专题命中 EEG解码 ：EEG(title,abstract)；分类 cs.HC

Feature Fusion Based on Mutual-Cross-Attention Mechanism for EEG Emotion Recognition

Yimin Zhao, Jin Gu

专题命中 EEG解码 ：EEG(title,abstract)；分类 cs.LG

Comments The work has been accepted by MICCAI 2024. The uploaded one is preprint which has not undergone peer review (when applicable) or any post-submission improvements or corrections. The official DOI link will be provided once available

Prediction of the Realisation of an Information Need: An EEG Study

Niall McGuire, Dr Yashar Moshfeghi

专题命中 EEG解码 ：EEG(title,abstract)；分类 cs.HC

Toward Fully-End-to-End Listened Speech Decoding from EEG Signals

Jihwan Lee, Aditya Kommineni, Tiantian Feng, Kleanthis Avramidis, Xuan Shi, Sudarsana Kadiri, Shrikanth Narayanan

专题命中 EEG解码 ：EEG(title,abstract)；分类 eess.SP

Comments accepted to Interspeech2024

Leveraging Hyperscanning EEG and VR Omnidirectional Treadmill to Explore Inter-Brain Synchrony in Collaborative Spatial Navigation

Chun-Hsiang Chuang, Po-Hsun Peng, Yi-Chieh Chen

专题命中 EEG解码 ：EEG(title,abstract)；分类 q-bio.NC

Design and Implementation of an Emotion Analysis System Based on EEG Signals

Zhang Yutian, Huang Shan, Zhang Jianing, Fan Ci'en

专题命中 EEG解码 ：EEG(title,abstract)；分类 cs.HC

Combining Euclidean Alignment and Data Augmentation for BCI decoding

Gustavo H. Rodrigues, Bruno Aristimunha, Sylvain Chevallier, Raphael Y. de Camargo

专题命中 EEG解码 ：BCI(title)；EEG(abstract)；分类 eess.SP

Comments 8 pages, 4 figures, 2 tables, accepted at Eusipco 2024

Online Mental Stress Detection Using Frontal-channel EEG Recordings in a Classroom Scenario

Chi-Yuan Chang, Chieh Hsu, Ying Choon Wu, Siwen Wang, Darin Tsui, Tzyy-Ping Jung

专题命中 EEG解码 ：EEG(title,abstract)；分类 q-bio.NC

Mental Well-being Opportunities in Interacting and Reflecting with Personal Data Sculptures of EEG

Maria Teresa Ortoleva, Rita Borgo, Alfie Abdul-Rahman

专题命中 EEG解码 ：EEG(title,abstract)；分类 cs.HC

Comments 5 pages, 4 figures, submitted to IEEE VIS 2024 Short Paper submission

Alljoined1 -- A dataset for EEG-to-Image decoding

Jonathan Xu, Bruno Aristimunha, Max Emanuel Feucht, Emma Qian, Charles Liu, Tazik Shahjahan, Martyna Spyra, Steven Zifan Zhang, Nicholas Short, Jioh Kim, Paula Perdomo, Ricky Renfeng Mao, Yashvir Sabharwal, Michael Ahedor Moaz Shoura, Adrian Nestor

专题命中 EEG解码 ：EEG(title,abstract)；分类 q-bio.NC

Comments 8 Pages, 6 Figures

Are We in The Zone? Exploring The Features and Method of Detecting Simultaneous Flow Experiences Based on EEG Signals

Baiqiao Zhang, Xiangxian Li, Yunfan Zhou, Juan Liu, Weiying Liu, Chao Zhou, Yulong Bian

专题命中 EEG解码 ：EEG(title,abstract)；分类 cs.HC

Diagnosis of Parkinson's Disease Using EEG Signals and Machine Learning Techniques: A Comprehensive Study

Maryam Allahbakhshi, Aylar Sadri, Seyed Omid Shahdi

专题命中 EEG解码 ：EEG(title,abstract)；分类 eess.SP

Comments 9 pages, 2 tables, 10th International Conference on Artificial Intelligence and Robotics-QICAR2024 Qazvin Islamic Azad University, Feb. 29, 2024

Introducing EEG Analyses to Help Personal Music Preference Prediction

Zhiyu He, Jiayu Li, Weizhi Ma, Min Zhang, Yiqun Liu, Shaoping Ma

专题命中 EEG解码 ：EEG(title,abstract)；分类 cs.HC

Comments Accepted by CHCI 2022

Alpha rhythm slowing in temporal epilepsy across Scalp EEG and MEG

Vytene Janiukstyte, Csaba Kozma, Thomas W. Owen, Umair J Chaudhury, Beate Diehl, Louis Lemieux, John S Duncan, Fergus Rugg-Gunn, Jane de Tisi, Yujiang Wang, Peter N. Taylor

专题命中 EEG解码 ：EEG(title,abstract)；分类 q-bio.NC

Joint Contrastive Learning with Feature Alignment for Cross-Corpus EEG-based Emotion Recognition

Qile Liu, Zhihao Zhou, Jiyuan Wang, Zhen Liang

专题命中 EEG解码 ：EEG(title,abstract)；分类 cs.HC