脑机接口 / BCI - arXivDaily 专题

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

1601.06749 2016-02-09 stat.ME q-bio.NC stat.AP 79%

Empirical bayes formulation of the elastic net and mixed-norm models: application to the eeg inverse problem

Deirel Paz-Linares, Mayrim Vega-Hernández, Pedro A. Rojas-López, Pedro A. Valdés-Sosa, Eduardo Martínez-Montes

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

1206.6286 2016-02-03 q-bio.NC physics.bio-ph 79%

Statistical mechanics of neocortical interactions: large-scale EEG influences on molecular processes

Lester Ingber

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

Comments Accepted for publication in Journal of Theoretical Biology

1601.05113 2016-01-26 q-bio.NC physics.bio-ph 79%

Validating non-invasive EEG source imaging using optimal electrode configurations on a representative rat head model

Pedro A. Valdes-Hernandez, Jihye Bae, Yinchen Song, Akira Sumiyoshi, Eduardo Aubert-Vazquez, Jorge J. Riera

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

Comments 27 pages, 2 tables and 14 figures

1601.02197 2016-01-12 cs.HC cs.AI 79%

Identifying Stable Patterns over Time for Emotion Recognition from EEG

Wei-Long Zheng, Jia-Yi Zhu, Bao-Liang Lu

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

1511.04306 2016-01-08 cs.NE cs.LG 79%

Deep Feature Learning for EEG Recordings

Sebastian Stober, Avital Sternin, Adrian M. Owen, Jessica A. Grahn

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

Comments submitted as conference paper for ICLR 2016

1512.04274 2015-12-15 stat.ML q-bio.NC q-bio.QM 79%

Decoding index finger position from EEG using random forests

Sebastian Weichwald, Timm Meyer, Bernhard Schölkopf, Tonio Ball, Moritz Grosse-Wentrup

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

Comments accepted manuscript

Journal ref Cognitive Information Processing (CIP), 2014 4th International Workshop on, 1-6, 2014

1509.03937 2015-09-15 cs.IT math.IT q-bio.NC 79%

An Information Theoretic Approach Towards Assessing Perceptual Audio Quality using EEG

Ketan Mehta, Jörg Kliewer

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

Comments 29 pages, 10 figures, IEEE Transactions on Molecular, Biological and Multi-scale Communications

1. EEG解码 3892 篇

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

Empirical bayes formulation of the elastic net and mixed-norm models: application to the eeg inverse problem

Statistical mechanics of neocortical interactions: large-scale EEG influences on molecular processes

Validating non-invasive EEG source imaging using optimal electrode configurations on a representative rat head model

Identifying Stable Patterns over Time for Emotion Recognition from EEG

Deep Feature Learning for EEG Recordings

Decoding index finger position from EEG using random forests

An Information Theoretic Approach Towards Assessing Perceptual Audio Quality using EEG