脑机接口 / BCI

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

Calibration of off-the-shelf low-cost wearable EEG headset for application in field studies

Manvi Jain, C. M. Markan

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

Comments 7 pages, 7 figures, 1 table, Conference proceeding from National Systems Conference, 2021

Spatial-temporal Transformers for EEG Emotion Recognition

Jiyao Liu, Hao Wu, Li Zhang, Yanxi Zhao

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

EEG-Based Detection of Braking Intention During Simulated Driving

Xinbin Liang, Yang Yu, Yadong Liu, Kaixuan Liu, Yaru Liu, Zongtan Zhou

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

Development of Sleep State Trend (SST), a bedside measure of neonatal sleep state fluctuations based on single EEG channels

Saeed Montazeri Moghadam, Päivi Nevalainen, Nathan J. Stevenson, Sampsa Vanhatalo

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

Comments Submitted to Clinical Neurophysiology 2022

EEG Machine Learning for Analysis of Mild Traumatic Brain Injury: A survey

Weiqing Gu, Ryan Chang, Bohan Yang

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

Comments 27 pages

Machine Learning-based EEG Applications and Markets

Weiqing Gu, Bohan Yang, Ryan Chang

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

Comments 35 pages

On the relation between EEG microstates and cross-spectra

Roberto D. Pascual-Marqui, Kieko Kochi, Toshihiko Kinoshita

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

Comments version 2 fixes some spelling mistakes, and fixes table order. adds in header info on citing this preprint

Transformer Convolutional Neural Networks for Automated Artifact Detection in Scalp EEG

Wei Yan Peh, Yuanyuan Yao, Justin Dauwels

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

Comments This is an extension to a paper presented at the 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) Scottish Event Campus, Glasgow, UK, July 11-15, 2022

The WQN algorithm to adaptively correct artifacts in the EEG signal

Matteo Dora, Stéphane Jaffard, David Holcman

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

Journal ref Applied and Computational Harmonic Analysis (2022)

A Hybrid Complex-valued Neural Network Framework with Applications to Electroencephalogram (EEG)

Hang Du, Rebecca Pillai Riddell, Xiaogang Wang

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

Comment on "On the Extraction of Purely Motor EEG Neural Correlates during an Upper Limb Visuomotor Task"

Patrick Ofner, Joana Pereira, Reinmar Kobler, Andreas Schwarz, Gernot R. Müller-Putz

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

Learning Subject-Invariant Representations from Speech-Evoked EEG Using Variational Autoencoders

Lies Bollens, Tom Francart, Hugo Van Hamme

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

Journal ref ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022, pp. 1256-1260

A Personalised User Authentication System based on EEG Signals

Christos Stergiadis, Vasiliki-Despoina Kostaridou, Simeon Veloudis, Dimitrios Kazis, Manousos Klados

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

Deep representation of EEG data from Spatio-Spectral Feature Images

Nikesh Bajaj, Jesús Requena Carrión, Francesco Bellotti

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

Comments For reproducing results and supporting code, visit https://phyaat.github.io

Review of analytical instruments for EEG analysis

S. N. Agapov, V. A. Bulanov, A. V. Zakharov, M. S. Sergeeva

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

Comments Review and rework

Multivariate Empirical Mode Decomposition of EEG for Mental State Detection at Localized Brain Lobes

Monira Islam, Tan Lee

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

Comments Accepted in 44th International Engineering in Medicine and Biology Conference (EMBC 2022)

MEMD-HHT based Emotion Detection from EEG using 3D CNN

Monira Islam, Tan Lee

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

Comments Accepted in 44th International Engineering in Medicine and Biology Conference (EMBC 2022)

TSception: Capturing Temporal Dynamics and Spatial Asymmetry from EEG for Emotion Recognition

Yi Ding, Neethu Robinson, Su Zhang, Qiuhao Zeng, Cuntai Guan

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

Comments Accepted as a regular paper in IEEE Transactions on Affective Computing. A version after proof-reading. Some typos in the Early Access version of IEEE Xplore are corrected

Journal ref IEEE Transactions on Affective Computing 2022

Intracranial EEG structure-function coupling predicts surgical outcomes in focal epilepsy

Nishant Sinha, John S. Duncan, Beate Diehl, Fahmida A. Chowdhury, Jane de Tisi, Anna Miserocchi, Andrew W. McEvoy, Kathryn A. Davis, Sjoerd B. Vos, Gavin P. Winston, Yujiang Wang, Peter N. Taylor

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

A streamable large-scale clinical EEG dataset for Deep Learning

Dung Truong, Manisha Sinha, Kannan Umadevi Venkataraju, Michael Milham, Arnaud Delorme

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

Motion Artifacts Correction from Single-Channel EEG and fNIRS Signals using Novel Wavelet Packet Decomposition in Combination with Canonical Correlation Analysis

Md Shafayet Hossain, Muhammad E. H. Chowdhury, Mamun Bin Ibne Reaz, Sawal H. M. Ali, Ahmad Ashrif A. Bakar, Serkan Kiranyaz, Amith Khandakar, Mohammed Alhatou, Rumana Habib, Muhammad Maqsud Hossain

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

Comments 25 pages, 10 figures and 2 tables

Multimodal EEG and Keystroke Dynamics Based Biometric System Using Machine Learning Algorithms

Arafat Rahman, Muhammad E. H. Chowdhury, Amith Khandakar, Serkan Kiranyaz, Kh Shahriya Zaman, Mamun Bin Ibne Reaz, Mohammad Tariqul Islam, Muhammad Abdul Kadir

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

Comments 16 pages, 11 Figures, 7 tables

Journal ref IEEE Access ( Volume: 9), 94625 - 94643, 2021

EMMT: A simultaneous eye-tracking, 4-electrode EEG and audio corpus for multi-modal reading and translation scenarios

Sunit Bhattacharya, Věra Kloudová, Vilém Zouhar, Ondřej Bojar

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

Comments Submitted to Nature Scientific Data