脑机接口 / BCI

Time topological analysis of EEG using signature theory

Stéphane Chrétien, Ben Gao, Astrid Thebault-Guiochon, Rémi Vaucher

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

Comments 14 pages, 5 figures Under review for Journée des Statistiques 2024

Novel entropy difference-based EEG channel selection technique for automated detection of ADHD

Shishir Maheshwari, Kandala N V P S Rajesh, Vivek Kanhangad, U Rajendra Acharya, T Sunil Kumar

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

Large Transformers are Better EEG Learners

Bingxin Wang, Xiaowen Fu, Yuan Lan, Luchan Zhang, Wei Zheng, Yang Xiang

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

Are EEG Sequences Time Series? EEG Classification with Time Series Models and Joint Subject Training

Johannes Burchert, Thorben Werner, Vijaya Krishna Yalavarthi, Diego Coello de Portugal, Maximilian Stubbemann, Lars Schmidt-Thieme

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

Mind Meets Robots: A Review of EEG-Based Brain-Robot Interaction Systems

Yuchong Zhang, Nona Rajabi, Farzaneh Taleb, Andrii Matviienko, Yong Ma, Mårten Björkman, Danica Kragic

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

When Does Your Brain Know You? Segment Length and Its Impact on EEG-based Biometric Authentication Accuracy

Nibras Abo Alzahab, Lorenzo Scalise, Marco Baldi

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

Comments 11 pages, 4 figures, conferance

EEG and EMG dataset for the detection of errors introduced by an active orthosis device

Niklas Kueper, Kartik Chari, Judith Bütefür, Julia Habenicht, Su Kyoung Kim, Tobias Rossol, Marc Tabie, Frank Kirchner, Elsa Andrea Kirchner

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

Comments Revised references to our datasets, general corrections to typos, and latex template format changes, Overall Content unchanged

Journal ref Front. Hum. Neurosci. 18 (2024)

Knowledge-guided EEG Representation Learning

Aditya Kommineni, Kleanthis Avramidis, Richard Leahy, Shrikanth Narayanan

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

Comments 6 Pages, 5 figures, Submitted to EMBC 2024

EGNN-C+: Interpretable Evolving Granular Neural Network and Application in Classification of Weakly-Supervised EEG Data Streams

Daniel Leite, Alisson Silva, Gabriella Casalino, Arnab Sharma, Danielle Fortunato, Axel-Cyrille Ngomo

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

Comments 10 pages, IEEE International Conference on Evolving and Adaptive Intelligent Systems 2024 (IEEE EAIS 2024)

EEG classifier cross-task transfer to avoid training sessions in robot-assisted rehabilitation

Niklas Kueper, Su Kyoung Kim, Elsa Andrea Kirchner

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

Comments 11 pages, 6 figures, 1 table

Characterizing Accuracy Trade-offs of EEG Applications on Embedded HMPs

Zain Taufique, Muhammad Awais Bin Altaf, Antonio Miele, Pasi Liljeberg, Anil Kanduri

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

Comments 7 pages, 10 figures

Review of algorithms for predicting fatigue using EEG

Ildar Rakhmatulin

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

Comments arXiv admin note: text overlap with arXiv:2401.15766

EEG Based Generative Depression Discriminator

Ziming Mao, Hao wu, Yongxi Tan, Yuhe Jin

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

EEG-GPT: Exploring Capabilities of Large Language Models for EEG Classification and Interpretation

Jonathan W. Kim, Ahmed Alaa, Danilo Bernardo

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

Supervised and Unsupervised Deep Learning Approaches for EEG Seizure Prediction

Zakary Georgis-Yap, Milos R. Popovic, Shehroz S. Khan

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

Comments 16 figures, 9 tables

Journal ref Journal of Health Informatics Research, 2024

EEG for fatigue monitoring

Ildar Rakhmatulin

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

The Impact of Changes to Daylight Illumination level on Architectural experience in Offices Based on VR and EEG

Pegah Payedar-Ardakani, Yousef Gorji-Mahlabani, Abdolhamid Ghanbaran, Reza Ebrahimpour

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

Nigerian Schizophrenia EEG Dataset (NSzED) Towards Data-Driven Psychiatry in Africa

E. O. Olateju, K. P. Ayodele, S. K. Mosaku

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

Comments Manuscript being updated as more data-acquisition proceeds. Link to dataset will be added on next update

Window Stacking Meta-Models for Clinical EEG Classification

Yixuan Zhu, Rohan Kandasamy, Luke J. W. Canham, David Western

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

Comments 17 pages, 10 figures

Transparency in Sleep Staging: Deep Learning Method for EEG Sleep Stage Classification with Model Interpretability

Shivam Sharma, Suvadeep Maiti, S. Mythirayee, Srijithesh Rajendran, Raju Surampudi Bapi

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

Comments 12 pages, 9 figures, Under review at IEEE Journal of Biomedical and Health Informatics

Image-based Data Representations of Time Series: A Comparative Analysis in EEG Artifact Detection

Aaron Maiwald, Leon Ackermann, Maximilian Kalcher, Daniel J. Wu

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

Comments 13 pages, 4 figures

BiCurNet: Pre-Movement EEG based Neural Decoder for Biceps Curl Trajectory Estimation

Manali Saini, Anant Jain, Lalan Kumar, Suriya Prakash Muthukrishnan, Shubhendu Bhasin, Sitikantha Roy

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

Interpretable Classification of Early Stage Parkinson's Disease from EEG

Amarpal Sahota, Amber Roguski, Matthew W. Jones, Michal Rolinski, Alan Whone, Raul Santos-Rodriguez, Zahraa S. Abdallah

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

Neurological Prognostication of Post-Cardiac-Arrest Coma Patients Using EEG Data: A Dynamic Survival Analysis Framework with Competing Risks

Xiaobin Shen, Jonathan Elmer, George H. Chen

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

Comments Machine Learning for Healthcare conference (MLHC 2023); this draft includes minor corrections (in explaining how Dynamic-DeepHit works)

Relationship Between Mood, Sleepiness, and EEG Functional Connectivity by 40 Hz Monaural Beats

Ha-Na Jo, Young-Seok Kweon, Gi-Hwan Shin, Heon-Gyu Kwak, Seong-Whan Lee

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

Using Shallow Neural Networks with Functional Connectivity from EEG signals for Early Diagnosis of Alzheimer's and Frontotemporal Dementia

Zaineb Ajra, Binbin Xu, Gérard Dray, Jacky Montmain, Stéphane Perrey

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

Journal ref Front Neurol. 2023; 14: 1270405

Graph Convolutional Network with Connectivity Uncertainty for EEG-based Emotion Recognition

Hongxiang Gao, Xiangyao Wang, Zhenghua Chen, Min Wu, Zhipeng Cai, Lulu Zhao, Jianqing Li, Chengyu Liu

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

Comments 10 pages

Dyslexia detection from EEG signals using SSA component correlation and Convolutional Neural Networks

Andrés Ortiz, Francisco J. Martinez-Murcia, Marco A. Formoso, Juan Luis Luque, Auxiliadora Sánchez

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

Comments 11 pages, 7 figures. Submitted to conference

Journal ref HAIS 2020: Hybrid Artificial Intelligent Systems. LNCS 12344. pp 655-664

A Multi-channel EEG Data Analysis for Poor Neuro-prognostication in Comatose Patients with Self and Cross-channel Attention Mechanism

Hemin Ali Qadir, Naimahmed Nesaragi, Per Steiner Halvorsen, Ilangko Balasingham

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

Comments 4 pages, 3 figures, 50th Computing in Cardiology conference in Atlanta, Georgia, USA on 1st - 4th October 2023

A Knowledge-Driven Cross-view Contrastive Learning for EEG Representation

Weining Weng, Yang Gu, Qihui Zhang, Yingying Huang, Chunyan Miao, Yiqiang Chen

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

Comments 14pages,7 figures