脑机接口 / BCI

EEG Spectral Analysis in Gray Zone Between Healthy and Insomnia

Ha-Na Jo, Young-Seok Kweon, Seo-Hyun Lee

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

Comments 4 pages, 2 figures

A Hybrid Artificial Intelligence System for Automated EEG Background Analysis and Report Generation

Chin-Sung Tung, Sheng-Fu Liang, Shu-Feng Chang, Chung-Ping Young

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

Comments Example code available at https://github.com/tcs211/AI_EEEG_REPORT

Journal ref IEEE Journal of Biomedical and Health Informatics (2024)

EEG-based Multimodal Representation Learning for Emotion Recognition

Kang Yin, Hye-Bin Shin, Dan Li, Seong-Whan Lee

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

The Unfitted Discontinuous Galerkin Method for Solving the EEG Forward Problem

Andreas Nüßing, Carsten H. Wolters, Heinrich Brinck, Christian Engwer

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

Comments This work has been submitted to the IEEE for possible publication

Hierarchical Event Descriptor library schema for EEG data annotation

Dora Hermes, Tal Pal Attia, Sándor Beniczky, Jorge Bosch-Bayard, Arnaud Delorme, Brian Nils Lundstrom, Christine Rogers, Stefan Rampp, Seyed Yahya Shirazi, Dung Truong, Pedro Valdes-Sosa, Greg Worrell, Scott Makeig, Kay Robbins

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

Comments 23 pages, 5 figures, 1 table

MASA-TCN: Multi-anchor Space-aware Temporal Convolutional Neural Networks for Continuous and Discrete EEG Emotion Recognition

Yi Ding, Su Zhang, Chuangao Tang, Cuntai Guan

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

Comments 12 pages, 4 figures. This work has been submitted to the IEEE for possible publication

Independent Feature Enhanced Crossmodal Fusion for Match-Mismatch Classification of Speech Stimulus and EEG Response

Shitong Fan, Wenbo Wang, Feiyang Xiao, Shiheng Zhang, Qiaoxi Zhu, Jian Guan

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

Comments Shitong Fan and Wenbo Wang contributed equally. Accepted by the International Symposium on Chinese Spoken Language Processing (ISCSLP) 2024

Multi-centre normative brain mapping of intracranial EEG lifespan patterns in the human brain

Heather Woodhouse, Gerard Hall, Callum Simpson, Csaba Kozma, Frances Turner, Gabrielle M. Schroeder, Beate Diehl, John S. Duncan, Jiajie Mo, Kai Zhang, Aswin Chari, Martin Tisdall, Friederike Moeller, Chris Petkov, Matthew A. Howard, George M. Ibrahim, Elizabeth Donner, Nebras M. Warsi, Raheel Ahmed, Peter N. Taylor, Yujiang Wang

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

On the Role of Activation Functions in EEG-To-Text Decoder

Zenon Lamprou, Iakovos Tenedios, Yashar Moshfeghi

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

SplitSEE: A Splittable Self-supervised Framework for Single-Channel EEG Representation Learning

Rikuto Kotoge, Zheng Chen, Tasuku Kimura, Yasuko Matsubara, Takufumi Yanagisawa, Haruhiko Kishima, Yasushi Sakurai

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

Comments This paper has been accepted by ICDM2024

The EAVI EMG/EEG Board: Hybrid physiological sensing

Atau Tanaka, David Fierro, Francesco Di Maggio, Martin Klang, Stephen Whitmarsh

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

Comments NIME 2023, NIME - New Interfaces for Musical Expression, May 2023, Mexico CIty, Mexico

Multi-modal Cross-domain Self-supervised Pre-training for fMRI and EEG Fusion

Xinxu Wei, Kanhao Zhao, Yong Jiao, Nancy B. Carlisle, Hua Xie, Gregory A. Fonzo, Yu Zhang

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

Improving Clinician Performance in Classification of EEG Patterns on the Ictal-Interictal-Injury Continuum using Interpretable Machine Learning

Alina Jade Barnett, Zhicheng Guo, Jin Jing, Wendong Ge, Peter W. Kaplan, Wan Yee Kong, Ioannis Karakis, Aline Herlopian, Lakshman Arcot Jayagopal, Olga Taraschenko, Olga Selioutski, Gamaleldin Osman, Daniel Goldenholz, Cynthia Rudin, M. Brandon Westover

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

Comments 24 pages including appendices, 9 figures, published at NEJM AI

Journal ref NEJM AI. 2024 Jun; 1(6): 10.1056/aioa2300331

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