脑机接口 / BCI

LDGCN: An Edge-End Lightweight Dual GCN Based on Single-Channel EEG for Driver Drowsiness Monitoring

Jingwei Huang, Chuansheng Wang, Jiayan Huang, Haoyi Fan, Antoni Grau, Fuquan Zhang

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

EEG-Features for Generalized Deepfake Detection

Arian Beckmann, Tilman Stephani, Felix Klotzsche, Yonghao Chen, Simon M. Hofmann, Arno Villringer, Michael Gaebler, Vadim Nikulin, Sebastian Bosse, Peter Eisert, Anna Hilsmann

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

NeuroNet: A Novel Hybrid Self-Supervised Learning Framework for Sleep Stage Classification Using Single-Channel EEG

Cheol-Hui Lee, Hakseung Kim, Hyun-jee Han, Min-Kyung Jung, Byung C. Yoon, Dong-Joo Kim

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

Comments 14 pages, 4 figures

Balancing Spectral, Temporal and Spatial Information for EEG-based Alzheimer's Disease Classification

Stephan Goerttler, Fei He, Min Wu

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

Comments 4 pages, 3 figures, conference paper

Analyzing Brain Activity During Learning Tasks with EEG and Machine Learning

Ryan Cho, Mobasshira Zaman, Kyu Taek Cho, Jaejin Hwang

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

Comments 20 pages, 7 figures

EEGFormer: Towards Transferable and Interpretable Large-Scale EEG Foundation Model

Yuqi Chen, Kan Ren, Kaitao Song, Yansen Wang, Yifan Wang, Dongsheng Li, Lili Qiu

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

Comments A preprint version of an ongoing work

Inter Subject Emotion Recognition Using Spatio-Temporal Features From EEG Signal

Mohammad Asif, Diya Srivastava, Aditya Gupta, Uma Shanker Tiwary

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

Adaptive Gated Graph Convolutional Network for Explainable Diagnosis of Alzheimer's Disease using EEG Data

Dominik Klepl, Fei He, Min Wu, Daniel J. Blackburn, Ptolemaios G. Sarrigiannis

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

Comments 16 pages, 16 figures

Decoding Envelope and Frequency-Following EEG Responses to Continuous Speech Using Deep Neural Networks

Mike Thornton, Danilo Mandic, Tobias Reichenbach

专题命中 EEG解码 ：EEG(title,abstract)；cortical(abstract)

How do the resting EEG preprocessing states affect the outcomes of postprocessing?

Shiang Hu, Jie Ruan, Juan Hou, Pedro Antonio Valdes-Sosa, Zhao Lv

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

Spectral homogeneity cross frequencies can be a quality metric for the large-scale resting EEG preprocessing

Shiang Hu, Jie Ruan, Nicolas Langer, Jorge Bosch-Bayard, Zhao Lv, Dezhong Yao, Pedro Antonio Valdes-Sosa

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

Towards Ultrasound Tongue Image prediction from EEG during speech production

Tamás Gábor Csapó, Frigyes Viktor Arthur, Péter Nagy, Ádám Boncz

专题命中 EEG解码 ：EEG(title,abstract)；BCI(abstract)

Comments accepted at Interspeech 2023

Journal ref Proceedings of Interspeech 2023

Stabilizing Subject Transfer in EEG Classification with Divergence Estimation

Niklas Smedemark-Margulies, Ye Wang, Toshiaki Koike-Akino, Jing Liu, Kieran Parsons, Yunus Bicer, Deniz Erdogmus

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

Comments 16 pages, 5 figures

Hypercomplex Multimodal Emotion Recognition from EEG and Peripheral Physiological Signals

Eleonora Lopez, Eleonora Chiarantano, Eleonora Grassucci, Danilo Comminiello

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

Comments Published at IEEE ICASSP workshops 2023

Brain Age Revisited: Investigating the State vs. Trait Hypotheses of EEG-derived Brain-Age Dynamics with Deep Learning

Lukas AW Gemein, Robin T Schirrmeister, Joschka Boedecker, Tonio Ball

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

Empowering Precision Medicine: AI-Driven Schizophrenia Diagnosis via EEG Signals: A Comprehensive Review from 2002-2023

Mahboobeh Jafari, Delaram Sadeghi, Afshin Shoeibi, Hamid Alinejad-Rokny, Amin Beheshti, David López García, Zhaolin Chen, U. Rajendra Acharya, Juan M. Gorriz

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

DGSD: Dynamical Graph Self-Distillation for EEG-Based Auditory Spatial Attention Detection

Cunhang Fan, Hongyu Zhang, Wei Huang, Jun Xue, Jianhua Tao, Jiangyan Yi, Zhao Lv, Xiaopei Wu

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

Finding neural signatures for obesity through feature selection on source-localized EEG

Yuan Yue, Dirk De Ridder, Patrick Manning, Samantha Ross, Jeremiah D. Deng

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

Comments 4 pages, 3 figures, conference submission

Understanding EEG signals for subject-wise Definition of Armoni Activities

Kislay Raj, Aditya Singh, Abhishek Mandal, Teerath Kumar, Arunabha M. Roy

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

Comments Submitted to SN Computer Science journal

Upper Limb Movement Recognition utilising EEG and EMG Signals for Rehabilitative Robotics

Zihao Wang, Ravi Suppiah

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

Comments 20 pages, 11 figures, 2 tables; Thesis for Undergraduate Research Project in Computing, NUS; Accepted by Future of Information and Communication Conference 2023, San Francisco

Power Spectral Density-Based Resting-State EEG Classification of First-Episode Psychosis

Sadi Md. Redwan, Md Palash Uddin, Anwaar Ulhaq, Muhammad Imran Sharif

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

Comments 10 Figures, 13 Pages

Locally temporal-spatial pattern learning with graph attention mechanism for EEG-based emotion recognition

Yiwen Zhu, Kaiyu Gan, Zhong Yin

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

Validation of EEG forward modeling approaches in the presence of anisotropy in the source space

Florian Drechsler, Johannes Vorwerk, Jens Haueisen, Lars Grasedyck, Carsten H. Wolters

专题命中 EEG解码 ：EEG(title,abstract)；cortical(abstract)

Comments 20 pages, 4 figures, 5 tables

A Two-Stage Efficient 3-D CNN Framework for EEG Based Emotion Recognition

Ye Qiao, Mohammed Alnemari, Nader Bagherzadeh

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

ConTraNet: A single end-to-end hybrid network for EEG-based and EMG-based human machine interfaces

Omair Ali, Muhammad Saif-ur-Rehman, Tobias Glasmachers, Ioannis Iossifidis, Christian Klaes

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

Joint SCSP-LROM: A novel approach to detect Cerebrovascular Anomalies from EEG signals

Debojyoti Seth

专题命中 EEG解码 ：EEG(title,abstract)；brain computer interface(abstract)

Comments Major changes have to be performed and reflected on it. Till then, I would like it to be withdrawn from here

Characterizing TMS-EEG perturbation indexes using signal energy: initial study on Alzheimer's Disease classification

Alexandra-Maria Tautan, Elias Casula, Ilaria Borghi, Michele Maiella, Sonia Bonni, Marilena Minei, Martina Assogna, Bogdan Ionescu, Giacomo Koch, Emiliano Santarnecchi

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

Comments 4 pages, 4 figures, Accepted at 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Glasgow, Scotland, United Kingdome, July 11-15, 2022

An Evaluation of the EEG alpha-to-theta and theta-to-alpha band Ratios as Indexes of Mental Workload

Bujar Raufi, Luca Longo

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

Comments 25 pages, 12 figures, and 6 tables

DGAFF: Deep Genetic Algorithm Fitness Formation for EEG Bio-Signal Channel Selection

Ghazaleh Ghorbanzadeh, Zahra Nabizadeh, Nader Karimi, Pejman Khadivi, Ali Emami, Shadrokh Samavi

专题命中 EEG解码 ：EEG(title)；brain-computer interface(abstract)；motor imagery(abstract)

Comments 15 pages, 4 figures

AI-based artistic representation of emotions from EEG signals: a discussion on fairness, inclusion, and aesthetics

Piera Riccio, Kristin Bergaust, Boel Christensen-Scheel, Juan-Carlos De Martin, Maria A. Zuluaga, Stefano Nichele

专题命中 EEG解码 ：EEG(title)；BCI(abstract)；brain-computer interface(abstract)

Comments Accepted to the Politics of the Machines conference 2021 (POM Berlin 2021)