脑机接口 / BCI - arXivDaily 专题

2102.03957 2021-07-12 cs.SD cs.AI cs.LG eess.AS 83%

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

2105.14787 2021-06-01 cs.HC 83%

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

2103.02169 2021-03-04 eess.SP 83%

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

2102.08061 2021-02-17 eess.SP cs.AI 83%

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)

2101.12037 2021-01-29 cs.LG cs.NE q-bio.QM 83%

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

2101.05484 2021-01-15 cs.LG 83%

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

2005.02619 2020-09-28 eess.SP 83%

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

2005.08879 2020-05-19 eess.SP cs.NE 83%

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)

2005.01329 2020-05-11 eess.SP 83%

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

2003.00657 2020-04-30 q-bio.QM eess.SP 83%

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

2003.10886 2020-03-25 cs.HC 83%

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

2002.06642 2020-02-18 cs.HC 83%

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

2002.01116 2020-02-05 cs.HC 83%

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

1811.04489 2019-12-19 q-bio.NC 83%

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

1911.00182 2019-11-04 eess.SP 83%

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

1904.09111 2019-04-22 cs.HC 83%

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

1812.03364 2018-12-11 cs.HC 83%

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

1812.01342 2018-12-05 q-bio.NC 83%

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

1811.10111 2018-11-29 cs.HC cs.LG eess.SP q-bio.NC 83%

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

1802.01008 2018-02-06 q-bio.NC 83%

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)

1704.05748 2017-04-20 q-bio.NC 83%

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

1612.08126 2016-12-28 cs.RO cs.MA 83%

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

1608.03464 2016-11-17 q-bio.NC 83%

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

1607.02695 2016-10-03 q-bio.NC 83%

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

1608.04935 2016-08-18 q-bio.NC 83%

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

1506.07627 2015-06-26 q-bio.NC 83%

Detecting single-trial EEG evoked potential using a wavelet domain linear mixed model: application to error potentials classification

J Spinnato, M-C Roubaud, B Burle, B Torrésani

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

Journal ref Journal of Neural Engineering, Institute of Physics: Hybrid Open Access, 2015, 12, pp.036013

0806.2840 2015-05-12 q-bio.QM q-bio.NC 83%

Cluster structure of functional networks estimated from high-resolution EEG data

Roberta Sinatra, Fabrizio De Vico Fallani, Laura Astolfi, Fabio Babiloni, Febo Cincotti, Vito Latora, Donatella Mattia

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

Comments 21 pages, 4 figures

1501.04374 2015-01-20 q-bio.NC 83%

Spatial Auditory Brain-computer Interface using Head Related Impulse Response

Chisaki Nakaizumi, Toshie Matsui, Koichi Mori, Shoji Makino, Tomasz M. Rutkowski

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

Comments 2 pages, 1 figure, accepted for 10th AEARU Workshop on Computer Science and Web Technology February 25-27, 2015, University of Tsukuba, Japan

1212.4347 2012-12-19 cs.LG stat.ML 83%

Bayesian Group Nonnegative Matrix Factorization for EEG Analysis

Bonggun Shin, Alice Oh

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

1101.5322 2011-01-28 physics.soc-ph cs.SI q-bio.NC 83%

Defecting or not defecting: how to "read" human behavior during cooperative games by EEG measurements

F. De Vico Fallani, V. Nicosia, R. Sinatra, L. Astolfi, F. Cincotti, D. Mattia, C. Wilke, A. Doud, V. Latora, B. He, F. Babiloni

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

Journal ref PLoS ONE 5(12): e14187 (2010)

1. EEG解码 3887 篇

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

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

Real Time Vigilance Detection using Frontal EEG

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

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

4D Attention-based Neural Network for EEG Emotion Recognition

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

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

Prediction of Memory Retrieval Performance Using Ear-EEG Signals

Wireless User-Generic Ear EEG

Assessment of Empathy in an Affective VR Environment using EEG Signals

BciPy: Brain-Computer Interface Software in Python

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

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

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

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

Engagement Estimation in Advertisement Videos with EEG

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

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

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

EEG source imaging assists decoding in a face recognition task

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

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

Visual Motion Onset Brain-computer Interface

Identification of interictal epileptic networks from dense-EEG

Detecting single-trial EEG evoked potential using a wavelet domain linear mixed model: application to error potentials classification

Cluster structure of functional networks estimated from high-resolution EEG data

Spatial Auditory Brain-computer Interface using Head Related Impulse Response

Bayesian Group Nonnegative Matrix Factorization for EEG Analysis

Defecting or not defecting: how to "read" human behavior during cooperative games by EEG measurements