脑机接口 / BCI

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

CIT-EmotionNet: CNN Interactive Transformer Network for EEG Emotion Recognition

Wei Lu, Hua Ma, Tien-Ping Tan

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

Comments 10 pages,3 tables

Lightweight Convolution Transformer for Cross-patient Seizure Detection in Multi-channel EEG Signals

Salim Rukhsar, Anil K. Tiwari

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

Comments The paper is under review in Neural Network, Elsevier

An EEG Channel Selection Framework for Driver Drowsiness Detection via Interpretability Guidance

Xinliang Zhou, Dan Lin, Ziyu Jia, Jiaping Xiao, Chenyu Liu, Liming Zhai, Yang Liu

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

EEGSN: Towards Efficient Low-latency Decoding of EEG with Graph Spiking Neural Networks

Xi Chen, Siwei Mai, Konstantinos Michmizos

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

Comments This article has been withdrawn due to an internal dispute

Improving EEG-based Emotion Recognition by Fusing Time-frequency And Spatial Representations

Kexin Zhu, Xulong Zhang, Jianzong Wang, Ning Cheng, Jing Xiao

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

Comments Accepted by ICASSP 2023 - The 48th IEEE International Conference on Acoustics, Speech, & Signal Processing

Explainable Data Poison Attacks on Human Emotion Evaluation Systems based on EEG Signals

Zhibo Zhang, Sani Umar, Ahmed Y. Al Hammadi, Sangyoung Yoon, Ernesto Damiani, Claudio Agostino Ardagna, Nicola Bena, Chan Yeob Yeun

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

Journal ref IEEE Access 2023

Assessing gender fairness in EEG-based machine learning detection of Parkinson's disease: A multi-center study

Anna Kurbatskaya, Alberto Jaramillo-Jimenez, John Fredy Ochoa-Gomez, Kolbjørn Brønnick, Alvaro Fernandez-Quilez

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

One step closer to EEG based eye tracking

Wolfgang Fuhl, Susanne Zabel, Theresa Harbig, Julia Astrid Moldt, Teresa Festl Wiete, Anne Herrmann Werner, Kay Nieselt

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

Depression Diagnosis and Drug Response Prediction via Recurrent Neural Networks and Transformers Utilizing EEG Signals

Abdolkarim Saeedi, Arash Maghsoudi, Fereidoun Nowshiravan Rahatabad

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

Neonatal EEG graded for severity of background abnormalities in hypoxic-ischaemic encephalopathy

John M O'Toole, Sean R Mathieson, Sumit A Raurale, Fabio Magarelli, William P Marnane, Gordon Lightbody, Geraldine B Boylan

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

Journal ref Sci Data 10, 129 (2023)