脑机接口 / BCI

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

Memories in the Making: Predicting Video Memorability with Encoding Phase EEG

Lorin Sweeney, Graham Healy, Alan F. Smeaton

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

Comments Content-Based Multimedia Indexing, CBMI, September 20-22, Orleans, France, 2023

Functional Graph Contrastive Learning of Hyperscanning EEG Reveals Emotional Contagion Evoked by Stereotype-Based Stressors

Jingyun Huang, Rachel C. Amey, Mengting Liu, Chad E. Forbes

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

Comments 14 pages, 4 figures, 5 tables

Efficacy of Transformer Networks for Classification of Raw EEG Data

Gourav Siddhad, Anmol Gupta, Debi Prosad Dogra, Partha Pratim Roy

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

Journal ref Biomedical Signal Processing and Control, Vol 87, 2023

Towards Domain Generalization for ECG and EEG Classification: Algorithms and Benchmarks

Aristotelis Ballas, Christos Diou

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

Comments Accepted in IEEE Transactions on Emerging Topics in Computational Intelligence

EOG Artifact Removal from Single and Multi-channel EEG Recordings through the combination of Long Short-Term Memory Networks and Independent Component Analysis

Behrad TaghiBeyglou, Fatemeh Bagheri

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

Distributionally Robust Cross Subject EEG Decoding

Tiehang Duan, Zhenyi Wang, Gianfranco Doretto, Fang Li, Cui Tao, Donald Adjeroh

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

Comments ECAI 2023

A Hybrid Deep Spatio-Temporal Attention-Based Model for Parkinson's Disease Diagnosis Using Resting State EEG Signals

Niloufar Delfan, Mohammadreza Shahsavari, Sadiq Hussain, Robertas Damaševičius, U. Rajendra Acharya

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

Comparison of EEG based epilepsy diagnosis using neural networks and wavelet transform

Mohammad Reza Yousefi, Saina Golnejad, Melika Mohammad Hosseini, Amin Dehghani

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

Comments 8 pages, 4 tables, 3 figures

EEG-based Sleep Staging with Hybrid Attention

Xinliang Zhou, Chenyu Liu, Jiaping Xiao, Yang Liu

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

Unveiling Emotions from EEG: A GRU-Based Approach

Sarthak Johari, Gowri Namratha Meedinti, Radhakrishnan Delhibabu, Deepak Joshi

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

Comments arXiv admin note: substantial text overlap with arXiv:2308.02437

Noise removal methods on ambulatory EEG: A Survey

Sarthak Johari, Gowri Namratha Meedinti, Radhakrishnan Delhibabu, Deepak Joshi

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

Perturbing a Neural Network to Infer Effective Connectivity: Evidence from Synthetic EEG Data

Peizhen Yang, Xinke Shen, Zongsheng Li, Zixiang Luo, Kexin Lou, Quanying Liu

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

Comments 7 pages, 3 figures, 1 table

Emotion Analysis on EEG Signal Using Machine Learning and Neural Network

S. M. Masrur Ahmed, Eshaan Tanzim Sabur

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

Classification of sleep stages from EEG, EOG and EMG signals by SSNet

Haifa Almutairi, Ghulam Mubashar Hassan, Amitava Datta

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

Decoding Taste Information in Human Brain: A Temporal and Spatial Reconstruction Data Augmentation Method Coupled with Taste EEG

Xiuxin Xia, Yuchao Yang, Yan Shi, Wenbo Zheng, Hong Men

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

Comments 10 pages, 11 figures, 30 references, article is being submitted

A Hybrid End-to-End Spatio-Temporal Attention Neural Network with Graph-Smooth Signals for EEG Emotion Recognition

Shadi Sartipi, Mastaneh Torkamani-Azar, Mujdat Cetin

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

Performance of data-driven inner speech decoding with same-task EEG-fMRI data fusion and bimodal models

Holly Wilson, Scott Wellington, Foteini Simistira Liwicki, Vibha Gupta, Rajkumar Saini, Kanjar De, Nosheen Abid, Sumit Rakesh, Johan Eriksson, Oliver Watts, Xi Chen, Mohammad Golbabaee, Michael J. Proulx, Marcus Liwicki, Eamonn O'Neill, Benjamin Metcalfe

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

Weight Freezing: A Regularization Approach for Fully Connected Layers with an Application in EEG Classification

Zhengqing Miao, Meirong Zhao

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

Comments 16 pages, 5 figures

Using EEG Signals to Assess Workload during Memory Retrieval in a Real-world Scenario

Kuan-Jung Chiang, Steven Dong, Chung-Kuan Cheng, Tzyy-Ping Jung

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

Comments This paper is published in Journal of Neural Engineering (2023). 19 pages, 9 figures

EEG-Fest: Few-shot based Attention Network for Driver's Vigilance Estimation with EEG Signals

Ning Ding, Ce Zhang, Azim Eskandarian

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

Comments Submitted to peer review journal for review