脑机接口 / BCI - arXivDaily 专题

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

1305.2332 2015-06-15 physics.bio-ph q-bio.NC 79%

On 1/f^alpha power laws originating from linear neuronal cable theory: power spectral densities of the soma potential, transmembrane current and single-neuron contribution to the EEG

Klas H. Pettersen, Henrik Lindén, Tom Tetzlaff, Gaute T. Einevoll

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

1412.1790 2014-12-05 cs.HC 79%

Teegi: Tangible EEG Interface

Jérémy Frey, Renaud Gervais, Stéphanie Fleck, Fabien Lotte, Martin Hachet

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

Comments to appear in UIST-ACM User Interface Software and Technology Symposium, Oct 2014, Honolulu, United States

1410.8497 2014-10-31 q-bio.NC 79%

Personality cannot be predicted from the power of resting state EEG

Kristjan Korjus, Andero Uusberg, Helen Uibo, Nele Kuldkepp, Kairi Kreegipuu, Jüri Allik, Raul Vicente, Jaan Aru

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

Comments 14 pages, 4 figures

1410.5801 2014-10-22 physics.med-ph cs.LG stat.AP stat.ME 79%

Artifact reduction in multichannel pervasive EEG using hybrid WPT-ICA and WPT-EMD signal decomposition techniques

Valentina Bono, Wasifa Jamal, Saptarshi Das, Koushik Maharatna

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

Comments 5 pages, 6 figures

Journal ref Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on, pp. 5864 - 5868, May 2014

1410.5362 2014-10-21 q-bio.NC physics.med-ph stat.AP stat.ML 79%

Prediction of Synchrostate Transitions in EEG Signals Using Markov Chain Models

Wasifa Jamal, Saptarshi Das, Ioana-Anastasia Oprescu, Koushik Maharatna

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

Comments 5 pages, 5 figures

Journal ref Signal Processing Letters, IEEE, Volume 22, Issue 2, Pages 149 - 152, Feb. 2015

1407.1195 2014-07-07 stat.AP math.ST q-bio.NC stat.TH 79%

Classification of EEG recordings in auditory brain activity via a logistic functional linear regression model

Irène Gannaz

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

Journal ref International Workshop on Functional and Operatorial Statistics, Italy (2014)

1404.6222 2014-04-25 cs.HC 79%

Assessing the Zone of Comfort in Stereoscopic Displays using EEG

Jérémy Frey, Léonard Pommereau, Fabien Lotte, Martin Hachet

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

Journal ref ACM SIGCHI Conference on Human Factors in Computing Systems (2014)

1301.4689 2013-12-10 physics.med-ph physics.ins-det q-bio.NC 79%

Self-regulation of human brain activity using simultaneous real-time fMRI and EEG neurofeedback

Vadim Zotev, Raquel Phillips, Han Yuan, Masaya Misaki, Jerzy Bodurka

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

Comments 13 pages, 5 figures, to appear in NeuroImage

Journal ref NeuroImage 85 (2014) 985-995

1309.1086 2013-09-05 q-bio.NC 79%

Characterization of high frequency oscillations and EEG frequency spectra using the damped-oscillator oscillator detector (DOOD)

David Hsu, Murielle Hsu, Heidi L. Grabenstatter, Gregory A. Worrell, Thomas P. Sutula

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

Comments 25 pages, 10 figures

1307.7897 2013-07-31 cs.NE q-bio.NC 79%

Energy Distribution of EEG Signals: EEG Signal Wavelet-Neural Network Classifier

Ibrahim Omerhodzic, Samir Avdakovic, Amir Nuhanovic, Kemal Dizdarevic

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

Journal ref World Academy of Science, Engineering and Technology, 61, 1190-1195, 2010

1212.0592 2013-07-11 q-bio.NC physics.med-ph 79%

The joint use of the tangential electric field and surface Laplacian in EEG classification

C. G. Carvalhaes, J. Acacio de Barros, M. Perreau-Guimarães, P. Suppes

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

Comments 19 pages, 1 figure

1210.2944 2012-10-11 q-bio.NC cs.SD 79%

Spatial Auditory BCI Paradigm Utilizing N200 and P300 Responses

Zhenyu Cai, Shoji Makino, Takeshi Yamada, Tomasz M. Rutkowski

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

Comments APSIPA ASC 2012

1209.3155 2012-09-17 cs.HC 79%

Augmenting Customer Journey Maps with quantitative empirical data: a case on EEG and eye tracking

Rui Alves, Veranika Lim, Evangelos Niforatos, Monchu Chen, Evangelos Karapanos, Nuno Jardim Nunes

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

Comments 2 pages, 3 figures. Published in DIS2012, in Newcastle, UK

1204.5841 2012-04-27 physics.med-ph q-bio.NC 79%

Recognition of Words from the EEG Laplacian

J. Acacio de Barros, C. G. Carvalhaes, J. P. R. F. de Mendonça, P. Suppes

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

Journal ref Revista Brasileira de Engenharia Biomédica 21, 45-59 (2006)

1203.3533 2012-03-19 cs.LG stat.ML 79%

Source Separation and Higher-Order Causal Analysis of MEG and EEG

Kun Zhang, Aapo Hyvarinen

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

Comments Appears in Proceedings of the Twenty-Sixth Conference on Uncertainty in Artificial Intelligence (UAI2010)

1011.4902 2011-11-23 q-bio.NC 79%

Recording and Reproduction of Pattern Memory Trace in EEG by Direct Electrical Stimulation of Brain Cortex

A. G. Shapkin, M. V. Taborov, Yu. G. Shapkin

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

Comments Article: 9 pages, 3 figures

Journal ref Bulletin of ESCC SB RAMS, 2011, No.4(80), part 1, p. 289-294 (in Russian)

1. EEG解码 3907 篇

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

On 1/f^alpha power laws originating from linear neuronal cable theory: power spectral densities of the soma potential, transmembrane current and single-neuron contribution to the EEG

Teegi: Tangible EEG Interface

Personality cannot be predicted from the power of resting state EEG

Artifact reduction in multichannel pervasive EEG using hybrid WPT-ICA and WPT-EMD signal decomposition techniques

Prediction of Synchrostate Transitions in EEG Signals Using Markov Chain Models

Classification of EEG recordings in auditory brain activity via a logistic functional linear regression model

Assessing the Zone of Comfort in Stereoscopic Displays using EEG

Self-regulation of human brain activity using simultaneous real-time fMRI and EEG neurofeedback

Characterization of high frequency oscillations and EEG frequency spectra using the damped-oscillator oscillator detector (DOOD)

Energy Distribution of EEG Signals: EEG Signal Wavelet-Neural Network Classifier

The joint use of the tangential electric field and surface Laplacian in EEG classification

Spatial Auditory BCI Paradigm Utilizing N200 and P300 Responses

Augmenting Customer Journey Maps with quantitative empirical data: a case on EEG and eye tracking

Recognition of Words from the EEG Laplacian

Source Separation and Higher-Order Causal Analysis of MEG and EEG

Recording and Reproduction of Pattern Memory Trace in EEG by Direct Electrical Stimulation of Brain Cortex