脑机接口 / BCI

ViT2EEG: Leveraging Hybrid Pretrained Vision Transformers for EEG Data

Ruiqi Yang, Eric Modesitt

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

Comments 8 pages, 6 for article, 1 for citation, 1 for appendix. Accepted to KDD-UC 2023

Quantifying interictal intracranial EEG to predict focal epilepsy

Ryan S Gallagher, Nishant Sinha, Akash R Pattnaik, William K. S. Ojemann, Alfredo Lucas, Joshua J. LaRocque, John M Bernabei, Adam S Greenblatt, Elizabeth M Sweeney, H Isaac Chen, Kathryn A Davis, Erin C Conrad, Brian Litt

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

Comments 25 pages, 4 Figures, 1 table

How time window influences biometrics performance: an EEG-based fingerprints connectivity study

Luca Didaci, Sara Maria Pani, Claudio Frongia, Matteo Fraschini

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

The WQN algorithm for EEG artifact removal in the absence of scale invariance

Matteo Dora, Stéphane Jaffard, David Holcman

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

Measuring User Experience of Adaptive User Interfaces using EEG: A Replication Study

Daniel Gaspar-Figueiredo, Silvia Abrahão, Emilio Insfrán, Jean Vanderdonckt

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

Comments 10 pages, 4 figures, 2 tables, 34 references, International Conference on Evaluation and Assessment in Software Engineering (EASE '23)

Topological comparison of some dimension reduction methods using persistent homology on EEG data

Eddy Kwessi

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

A Classification Model for Sensing Human Trust in Machines Using EEG and GSR

Kumar Akash, Wan-Lin Hu, Neera Jain, Tahira Reid

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

Comments 20 pages

Journal ref ACM Trans. Interact. Intell. Syst. 8, 4, Article 27 (December 2018)

Normative brain mapping using scalp EEG and potential clinical application

Vytene Janiukstyte, Thomas W Owen, Umair J Chaudhary, Beate Diehl, Louis Lemieux, John S Duncan, Jane de Tisi, Yujiang Wang, Peter N Taylor

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

Comments 4 figures

Monitoring mental workload by EEG during a game in Virtual Reality

Lina-Estelle Linelle Louis, Saïd Moussaoui, Vincent Roualdes, Aurélien van Langhenhove, Sébastien Ravoux, Isabelle Milleville-Pennel

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

Comments IHM'23 - 34e Conf{é}rence Internationale Francophone sur l'Interaction Humain-Machine, AFIHM; Universit{é} de Technologie de Troyes, Apr 2023, Troyes, France

Driver Drowsiness Detection with Commercial EEG Headsets

Qazal Rezaee, Mehdi Delrobaei, Ashkan Giveki, Nasireh Dayarian, Sahar Javaher Haghighi

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

Comments 546 Preprint version of the manuscript published in the proceedings of the 10th RSI International Conference on Robotics and Mechatronics (ICRoM 2022), Nov. 15-18, 2022, Tehran, Iran

Relate auditory speech to EEG by shallow-deep attention-based network

Fan Cui, Liyong Guo, Lang He, Jiyao Liu, ErCheng Pei, Yujun Wang, Dongmei Jiang

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

EEG source localization analysis in epileptic children during a visual working-memory task

Evangelos Galaris, Ioannis Gallos, Ivan Myatchin, Lieven Lagae, Constantinos Siettos

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

Journal ref International Journal of Numerical Methods in Biomedical Engineering, 36:e3404, 2020

Detecting post-stroke aphasia using EEG-based neural envelope tracking of natural speech

Pieter De Clercq, Jill Kries, Ramtin Mehraram, Jonas Vanthornhout, Tom Francart, Maaike Vandermosten

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

Predicting EEG Responses to Attended Speech via Deep Neural Networks for Speech

Emina Alickovic, Tobias Dorszewski, Thomas U. Christiansen, Kasper Eskelund, Leonardo Gizzi, Martin A. Skoglund, Dorothea Wendt

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

Annotating Covert Hazardous Driving Scenarios Online: Utilizing Drivers' Electroencephalography (EEG) Signals

Chen Zheng, Muxiao Zi, Wenjie Jiang, Mengdi Chu, Yan Zhang, Jirui Yuan, Guyue Zhou, Jiangtao Gong

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

An EEG-based Experiment on VR Sickness and Postural Instability While Walking in Virtual Environments

Carlos Alfredo Tirado Cortes, Chin-Teng Lin, Tien-Thong Nguyen Do, Hsiang-Ting Chen

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

Comments Accepted by IEEE VR 2023

Temporal stability of intracranial EEG abnormality maps for localising epileptogenic tissue

Yujiang Wang, Gabrielle M Schroeder, Jonathan J Horsley, Mariella Panagiotopoulou, Fahmida A Chowdhury, Beate Diehl, John S Duncan, Andrew W McEvoy, Anna Miserocchi, Jane de Tisi, Peter N Taylor

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

Data Poisoning Attacks on EEG Signal-based Risk Assessment Systems

Zhibo Zhang, Sani Umar, Ahmed Y. Al Hammadi, Sangyoung Yoon, Ernesto Damiani, Chan Yeob Yeun

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

Comments 2nd International Conference on Business Analytics For Technology and Security (ICBATS)

Variational Autoencoder Learns Better Feature Representations for EEG-based Obesity Classification

Yuan Yue, Jeremiah D. Deng, Dirk De Ridder, Patrick Manning, Divya Adhia

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

Comments 8 pages, 6 figures

Approximating DTW with a convolutional neural network on EEG data

Hugo Lerogeron, Romain Picot-Clemente, Alain Rakotomamonjy, Laurent Heutte

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

Hearables: Ear EEG Based Driver Fatigue Detection

Metin C. Yarici, Pierluigi Amadori, Harry Davies, Takashi Nakamura, Nico Lingg, Yiannis Demiris, Danilo P. Mandic

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

MICAL: Mutual Information-Based CNN-Aided Learned Factor Graphs for Seizure Detection from EEG Signals

Bahareh Salafian, Eyal Fishel Ben-Knaan, Nir Shlezinger, Sandrine de Ribaupierre, Nariman Farsad

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

Dreamento: an open-source dream engineering toolbox for sleep EEG wearables

Mahdad Jafarzadeh Esfahani, Amir Hossein Daraie, Paul Zerr, Frederik D. Weber, Martin Dresler

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

EEGLog: Lifelogging EEG Data When You Listen to Music

Jiyang Li, Ann Gina Konnayil, Adam Russell, Dingran Wang, Yincheng Jin, Seokmin Choi, Zhanpeng Jin

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

STILN: A Novel Spatial-Temporal Information Learning Network for EEG-based Emotion Recognition

Yiheng Tang, Yongxiong Wang, Xiaoli Zhang, Zhe Wang

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

Six-center Assessment of CNN-Transformer with Belief Matching Loss for Patient-independent Seizure Detection in EEG

Wei Yan Peh, Prasanth Thangavel, Yuanyuan Yao, John Thomas, Yee Leng Tan, Justin Dauwels

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

Comments Submitting to IJNS

Temporal-spatial Representation Learning Transformer for EEG-based Emotion Recognition

Zhe Wang, Yongxiong Wang, Chuanfei Hu, Zhong Yin, Yu Song

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

Single-channel EEG completion using Cascade Transformer

Chao Zhang, Siqi Han, Milin Zhang

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

Comments 5 pages, 5 figures, to be published in IEEE Biomedical Circuits and Systems Conference (BioCAS) 2022

Sparse algorithms for EEG source localization

Teja Mannepalli, Aurobinda Routray

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

Comments Published in Medical & Biological Engineering & Computing, Springer on Oct 02, 2021

Journal ref Medical & Biological Engineering & Computing 59.11 (2021): 2325-2352

PARSE: Pairwise Alignment of Representations in Semi-Supervised EEG Learning for Emotion Recognition

Guangyi Zhang, Vandad Davoodnia, Ali Etemad

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

Comments Accepted in IEEE Transactions of Affective Computing