脑机接口 / BCI

Simultaneously exploring multi-scale and asymmetric EEG features for emotion recognition

Yihan Wu, Min Xia, Li Nie, Yangsong Zhang, Andong Fan

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

Topological EEG Nonlinear Dynamics Analysis for Emotion Recognition

Yan Yan, Xuankun Wu, Chengdong Li, Yini He, Zhicheng Zhang, Huihui Li, Ang Li, Lei Wang

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

Mobile EEG artifact correction on limited hardware using artifact subspace recon- struction

Paul Maanen, Sarah Blum, Stefan Debener

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

Automatic Muscle Artifacts Identification and Removal from Single-Channel EEG Using Wavelet Transform with Meta-heuristically Optimized Non-local Means Filter

Souvik Phadikar, Nidul Sinha, Rajdeep Ghosh, Ebrahim Ghaderpour

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

Comments 21 pages, 9 figures, 9 tables

Journal ref Sensors 2022, 22, 2948

Comparison of inverse problem linear and non-linear methods for localization source: a combined TMS-EEG study

Ridha jarray, Abir Hadriche, Cokri ben Amar, Nawel Jmail

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

Extracting the Auditory Attention in a Dual-Speaker Scenario from EEG using a Joint CNN-LSTM Model

Ivine Kuruvila, Jan Muncke, Eghart Fischer, Ulrich Hoppe

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

Comments 18 pages, 6 figures

Voice of Your Brain: Cognitive Representations of Imagined Speech,Overt Speech, and Speech Perception Based on EEG

Seo-Hyun Lee, Young-Eun Lee, Seong-Whan Lee

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

Comments 5 pages, 6 figures, 1 table

Real Time Vigilance Detection using Frontal EEG

Siddarth Ganesh, Ram Gurumoorthy

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

Journal ref International Journal of Computer Science & Information Technology (IJCSIT) Vol 13, No 1, February 2021

On the use of generative deep neural networks to synthesize artificial multichannel EEG signals

Ozan Ozdenizci, Deniz Erdogmus

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

Comments 10th International IEEE EMBS Conference on Neural Engineering (NER'21)

BENDR: using transformers and a contrastive self-supervised learning task to learn from massive amounts of EEG data

Demetres Kostas, Stephane Aroca-Ouellette, Frank Rudzicz

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

4D Attention-based Neural Network for EEG Emotion Recognition

Guowen Xiao, Mengwen Ye, Bowen Xu, Zhendi Chen, Quansheng Ren

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

Affective Brain-Computer Interfaces: A Tutorial to Choose Performance Measuring Metric

Md Rakibul Mowla, Rachael I. Cano, Katie J. Dhuyvetter, David E. Thompson

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

Comments 12 pages, 4 figures, 2 tables

Decoding of Intuitive Visual Motion Imagery Using Convolutional Neural Network under 3D-BCI Training Environment

Byoung-Hee Kwon, Ji-Hoon Jeong, Jeong-Hyun Cho, Seong-Whan Lee

专题命中 EEG解码 ：BCI(title,abstract)；brain-computer interface(abstract)；分类 eess.SP

Comments Submitted to IEEE International Conference on System, Man, and Cybernetics (IEEE SMC 2020)

Prediction of Memory Retrieval Performance Using Ear-EEG Signals

Jenifer Kalafatovich, Minji Lee, Seong-Whan Lee

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

Comments Accected for publication at EMBC 2020

Wireless User-Generic Ear EEG

Ryan Kaveh, Justin Doong, Andy Zhou, Carolyn Schwendeman, Karthik Gopalan, Fred Burghardt, Ana C. Arias, Michel Maharbiz, Rikky Muller

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

Assessment of Empathy in an Affective VR Environment using EEG Signals

Maryam Alimardani, Annabella Hermans, Angelica M. Tinga

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

Comments 13 pages, 3 figures, 3 tables

BciPy: Brain-Computer Interface Software in Python

Tab Memmott, Aziz Koçanaoğulları, Matthew Lawhead, Daniel Klee, Shiran Dudy, Melanie Fried-Oken, Barry Oken

专题命中 EEG解码 ：brain-computer interface(title,abstract)；BCI(abstract)；分类 cs.HC

Comments 24 pages, 15 Figures, 1 Table

A BCI based Smart Home System Combined with Event-related Potentials and Speech Imagery Task

Hyeong-Jin Kim, Min-Ho Lee, Minji Lee

专题命中 EEG解码 ：BCI(title,abstract)；brain-computer interface(abstract)；分类 cs.HC

Nonlinear analysis of EEG complexity in episode and remission phase of recurrent depression

Čukić Milena, Stokić Miodrag, Radenković Slavoljub, Ljubisavljević Miloš, Simić Slobodan, Danka Savić

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

Comments 23 pages, 6 figures

Journal ref 09 December 2019. IJMPR https://onlinelibrary.wiley.com/doi/full/10.1002/mpr.1816

Bio-inspired Filter Banks for Frequency Recognition of SSVEP-based Brain-computer Interfaces

Ali Fatih Demir, Hüseyin Arslan, Ismail Uysal

专题命中 EEG解码 ：brain-computer interface(title,abstract)；BCI(abstract)；分类 eess.SP

Comments 9 pages, 8 figures, 5 tables, accepted version

Journal ref IEEE Access, Nov. 2019

Brain Invaders Adaptive versus Non-Adaptive P300 Brain-Computer Interface dataset

Erwan Vaineau, Alexandre Barachant, Anton Andreev, Pedro C. Rodrigues, Grégoire Cattan, Marco Congedo

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

Engagement Estimation in Advertisement Videos with EEG

Sangeetha Balasubramanian, Shruti Shriya Gullapuram, Abhinav Shukla

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

The Shift in brain-state induced by tDCS: an EEG study

Milena Cukic, Miodrag Stokic, Slavoljub Radenkovic, Milos Ljubisavljevic, Dragoljub Donald Pokrajac

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

Comments 23 pages, 6 figures

Real-Time Sleep Staging using Deep Learning on a Smartphone for a Wearable EEG

Abhay Koushik, Judith Amores, Pattie Maes

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

Comments Machine Learning for Health (ML4H) Workshop at NeurIPS 2018 arXiv:1811.07216

Harnessing functional segregation across brain rhythms as a means to detect EEG oscillatory multiplexing during music listening

Dimitrios A. Adamos, Nikolaos Laskaris, Sifis Micheloyannis

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

Comments Pre-print version of the paper published in Journal of Neural Engineering (2018)

EEG source imaging assists decoding in a face recognition task

Rasmus S. Andersen, Anders U. Eliasen, Nicolai Pedersen, Michael Riis Andersen, Sofie Therese Hansen, Lars Kai Hansen

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

Brain-Swarm Interface (BSI): Controlling a Swarm of Robots with Brain and Eye Signals from an EEG Headset

Aamodh Suresh, Mac Schwager

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

A New Statistical Model of Electroencephalogram Noise Spectra for Real-time Brain-Computer Interfaces

Alan Paris, George Atia, Azadeh Vosoughi, Stephen Berman

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

Comments Revised submission to IEEE EMBS Trans. Biomed. Eng. 12 pages, 9 figures

Visual Motion Onset Brain-computer Interface

Jair Pereira Junior, Caio Teixeira, Tomasz M. Rutkowski

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

Comments 10 pages, 5 figures, submitted to a journal MDPI Computers. arXiv admin note: text overlap with arXiv:1506.04458

Identification of interictal epileptic networks from dense-EEG

Mahmoud Hassan, Isabelle Merlet, Ahmad Mheich, Aya Kabbara, Arnaud Biraben, Anca Nica, Fabrice Wendling

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

Comments 30 pages, 5 figures