脑机接口 / BCI - arXivDaily 专题

1705.00228 2017-05-02 q-bio.NC nlin.CD 79%

Emotion Specification from Musical Stimuli: An EEG Study with AFA and DFA

Sourya Sengupta, Sayan Biswas, Sayan Nag, Shankha Sanyal, Archi Banerjee, Ranjan Sengupta, Dipak Ghosh

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

Comments 5 pages, 9 figures, Presented in 4th International Conference on Signal Processing and Integrated Networks (SPIN) 2017

1704.05694 2017-04-20 physics.med-ph q-bio.NC stat.AP 79%

NEURAL: quantitative features for newborn EEG using Matlab

John M. O' Toole, Geraldine B. Boylan

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

1704.05687 2017-04-20 q-bio.NC 79%

Neural (EEG) Response during Creation and Appreciation: A Novel Study with Hindustani Raga Music

Archi Banerjee, Shankha Sanyal, Souparno Roy, Sourya Sengupta, Sayan Biswas, Sayan Nag, Ranjan Sengupta, Dipak Ghosh

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

Comments 14 pages, 5 figures

1704.04574 2017-04-18 cs.RO 79%

Securing a UAV Using Individual Characteristics From an EEG Signal

Ashutosh Singandhupe, Hung Manh La, David Feil-Seifer, Pei Huang, Linke Guo, Ming Li

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

1612.05369 2017-04-04 cs.SD cs.LG 79%

Neural networks based EEG-Speech Models

Pengfei Sun, Jun Qin

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

Comments 10 pages

1703.08970 2017-03-28 cs.LG 79%

Multimodal deep learning approach for joint EEG-EMG data compression and classification

Ahmed Ben Said, Amr Mohamed, Tarek Elfouly, Khaled Harras, Z. Jane Wang

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

Comments IEEE Wireless Communications and Networking Conference (WCNC), 2017

1703.06491 2017-03-21 cs.SD q-bio.NC 79%

Gestalt Phenomenon in Music? A Neurocognitive Physics Study with EEG

Shankha Sanyal, Archi Banerjee, Souparno Roy, Sourya Sengupta, Sayan Biswas, Sayan Nag, Ranjan Sengupta, Dipak Ghosh

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

Comments 14 Pages, 5 Figures, Presented in International Conference on Creativity and Cognition in Art and Design, NIMHANS, Bangalore; 19-21 January, 2017

1611.10047 2017-03-02 q-bio.NC 79%

A framework to reconcile frequency scaling measurements, from intracellular recordings, local-field potentials, up to EEG and MEG signals

Claude Bedard, Jean-Marie Gomes, Thierry Bal, Alain Destexhe

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

Comments (in press)

Journal ref Journal of Integrative Neuroscience 16: 3-18, 2017

1702.02655 2017-02-10 cs.LG 79%

EEG Representation Using Multi-instance Framework on The Manifold of Symmetric Positive Definite Matrices for EEG-based Computer Aided Diagnosis

Khadijeh Sadatnejad, Saeed S. Ghidary, Reza Rostami, Reza Kazemi

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

1701.06120 2017-01-24 cs.LG cs.IT math.IT stat.ML 79%

Effective and Extensible Feature Extraction Method Using Genetic Algorithm-Based Frequency-Domain Feature Search for Epileptic EEG Multi-classification

Tingxi Wen, Zhongnan Zhang

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

Comments 17 pages, 9 figures

1612.09423 2017-01-02 cs.CR cs.HC 79%

Two factor authentication using EEG augmented passwords

Ivan Švogor, Tonimir Kišasondi

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

Comments Preliminary communication

1612.06719 2016-12-21 q-bio.NC 79%

An EEG study of creativity in expert classical musicians

Tom De Smedt, Lieven Menschaert, Pieter Heremans, Ludivine Lechat, Gaëlle Dhooghe

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

1611.09891 2016-12-04 physics.med-ph q-bio.NC stat.AP 79%

Using Brain Connectivity Measure of EEG Synchrostates for Discriminating Typical and Autism Spectrum Disorder

Wasifa Jamal, Saptarshi Das, Koushik Maharatna, Doga Kuyucu, Federico Sicca, Lucia Billeci, Fabio Apicella, Filippo Muratori

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

Comments 4 pages, 11 figures, 1 table

Journal ref Neural Engineering (NER), 2013 6th International IEEE/EMBS Conference on, pp. 1402-1405, Nov. 2013, San Diego, CA

1611.09888 2016-12-04 physics.med-ph q-bio.NC stat.AP 79%

Existence of Millisecond-order Stable States in Time-Varying Phase Synchronization Measure in EEG Signals

Wasifa Jamal, Saptarshi Das, Koushik Maharatna

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

Comments 4 pages, 8 figures, 1 table

Journal ref Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE, pp. 2539-2542, July 2013, Osaka, Japan

1611.10120 2016-12-01 cs.AI cs.HC 79%

Fusion of EEG and Musical Features in Continuous Music-emotion Recognition

Nattapong Thammasan, Ken-ichi Fukui, Masayuki Numao

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

Comments The short version of this paper is accepted to appear as an abstract in the proceedings of AAAI-17 (student abstract and poster program)

1611.08492 2016-11-28 cs.HC 79%

A Multimodal Approach to Estimating Vigilance Using EEG and Forehead EOG

Wei-Long Zheng, Bao-Liang Lu

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

Comments 15 pages, 11 figures

1604.01680 2016-11-17 q-bio.NC 79%

The Complex Hierarchical Topology of EEG Functional Connectivity

Keith Smith, Javier Escudero

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

Comments 12 pages, 7 figures, accepted for publication in Journal of Neuroscience Methods, 8/11/2016

1607.03687 2016-11-09 q-bio.NC stat.AP 79%

Critical comments on EEG sensor space dynamical connectivity analysis

Frederik van de Steen, Luca Faes, Esin Karahan, Jitkomut Songsiri, Pedro Antonio Valdes Sosa, Daniele Marinazzo

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

1610.01757 2016-10-07 cs.LG cs.NE 79%

Ischemic Stroke Identification Based on EEG and EOG using 1D Convolutional Neural Network and Batch Normalization

Endang Purnama Giri, Mohamad Ivan Fanany, Aniati Murni Arymurthy

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

Comments 13 pages. To be published in ICACSIS 2016

1610.01683 2016-10-07 stat.ML cs.LG 79%

Automatic Sleep Stage Scoring with Single-Channel EEG Using Convolutional Neural Networks

Orestis Tsinalis, Paul M. Matthews, Yike Guo, Stefanos Zafeiriou

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

Comments 12 pages

1609.03035 2016-09-13 cs.HC 79%

Directed Graph-based Wireless EEG Sensor Channel Selection Approach for Cognitive Task Classification

Abduljalil Mohamed, Khaled Bashir Shaban, Amr Mohamed

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

Comments 6 pages, 3 figures, and 3 tables

1607.08458 2016-07-29 stat.AP q-bio.NC stat.CO stat.ML 79%

The iterative reweighted Mixed-Norm Estimate for spatio-temporal MEG/EEG source reconstruction

Daniel Strohmeier, Yousra Bekhti, Jens Haueisen, Alexandre Gramfort

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

1607.00952 2016-07-05 q-bio.NC 79%

Graph analysis of spontaneous brain network using EEG source connectivity

Aya Kabbara, Wassim El Falou, Mohamad Khalil, Fabrice Wendling, Mahmoud Hassan

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

Comments International Conference on Bio-engineering for Smart Technologies (BioSMART 2016)

1606.02344 2016-06-09 q-bio.NC stat.ML 79%

Resting state brain networks from EEG: Hidden Markov states vs. classical microstates

Tammo Rukat, Adam Baker, Andrew Quinn, Mark Woolrich

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

Comments Presented at MLINI-2015 workshop, 2015 (arXiv:abs/1605.04435)

1605.06708 2016-06-08 cs.CV q-bio.NC 79%

Automatic Detection of Epileptiform Discharges in the EEG

Andre Rosado, Agostinho C Rosa

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

Comments 6 pages, 7 figures and 7 tables

1602.00985 2016-06-07 cs.CV cs.HC 79%

Mental State Recognition via Wearable EEG

Pouya Bashivan, Irina Rish, Steve Heisig

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

Comments Presented at MLINI-2015 workshop, 2015 (arXiv:cs/0101200)

Journal ref Proceedings of 5th NIPS workshop on Machine Learning and Interpretation in Neuroimaging (MLINI15) (2015) 5-1

1606.01017 2016-06-06 q-bio.NC 79%

Combining EEG source connectivity and network similarity: Application to object categorization in the human brain

Ahmad Mheich, Mahmoud Hassan, Olivier Dufor, Mohamad Khalil, Fabrice Wendling

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

Comments 5 pages, 2 figures. Accepted for 2016 IEEE Workshop on Statistical Signal Processing

1603.03031 2016-04-05 q-bio.NC physics.med-ph 79%

Extracting Blink Rate Variability from EEG Signals

Rafal Paprocki, Temesgen Gebrehiwot, Marija Gradinscak, Artem Lenskiy

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

1511.06448 2016-03-02 cs.LG cs.CV 79%

Learning Representations from EEG with Deep Recurrent-Convolutional Neural Networks

Pouya Bashivan, Irina Rish, Mohammed Yeasin, Noel Codella

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

Comments To be published as a conference paper at ICLR 2016

1409.2046 2016-02-24 physics.med-ph q-bio.NC 79%

Correlation between amygdala BOLD activity and frontal EEG asymmetry during real-time fMRI neurofeedback training in patients with depression

Vadim Zotev, Han Yuan, Masaya Misaki, Raquel Phillips, Kymberly D. Young, Matthew T. Feldner, Jerzy Bodurka

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

Comments 28 pages, 16 figures, to appear in NeuroImage: Clinical

Journal ref NeuroImage: Clinical 11 (2016) 224-238

1. EEG解码 3900 篇

Emotion Specification from Musical Stimuli: An EEG Study with AFA and DFA

NEURAL: quantitative features for newborn EEG using Matlab

Neural (EEG) Response during Creation and Appreciation: A Novel Study with Hindustani Raga Music

Securing a UAV Using Individual Characteristics From an EEG Signal

Neural networks based EEG-Speech Models

Multimodal deep learning approach for joint EEG-EMG data compression and classification

Gestalt Phenomenon in Music? A Neurocognitive Physics Study with EEG

A framework to reconcile frequency scaling measurements, from intracellular recordings, local-field potentials, up to EEG and MEG signals

EEG Representation Using Multi-instance Framework on The Manifold of Symmetric Positive Definite Matrices for EEG-based Computer Aided Diagnosis

Effective and Extensible Feature Extraction Method Using Genetic Algorithm-Based Frequency-Domain Feature Search for Epileptic EEG Multi-classification

Two factor authentication using EEG augmented passwords

An EEG study of creativity in expert classical musicians

Using Brain Connectivity Measure of EEG Synchrostates for Discriminating Typical and Autism Spectrum Disorder

Existence of Millisecond-order Stable States in Time-Varying Phase Synchronization Measure in EEG Signals

Fusion of EEG and Musical Features in Continuous Music-emotion Recognition

A Multimodal Approach to Estimating Vigilance Using EEG and Forehead EOG

The Complex Hierarchical Topology of EEG Functional Connectivity

Critical comments on EEG sensor space dynamical connectivity analysis

Ischemic Stroke Identification Based on EEG and EOG using 1D Convolutional Neural Network and Batch Normalization

Automatic Sleep Stage Scoring with Single-Channel EEG Using Convolutional Neural Networks

Directed Graph-based Wireless EEG Sensor Channel Selection Approach for Cognitive Task Classification

The iterative reweighted Mixed-Norm Estimate for spatio-temporal MEG/EEG source reconstruction

Graph analysis of spontaneous brain network using EEG source connectivity

Resting state brain networks from EEG: Hidden Markov states vs. classical microstates

Automatic Detection of Epileptiform Discharges in the EEG

Mental State Recognition via Wearable EEG

Combining EEG source connectivity and network similarity: Application to object categorization in the human brain

Extracting Blink Rate Variability from EEG Signals

Learning Representations from EEG with Deep Recurrent-Convolutional Neural Networks

Correlation between amygdala BOLD activity and frontal EEG asymmetry during real-time fMRI neurofeedback training in patients with depression