脑机接口 / BCI - arXivDaily 专题

2006.02919 2020-06-05 physics.med-ph eess.SP 79%

Spatial sampling of MEG and EEG revisited: From spatial-frequency spectra to model-informed sampling

Joonas Iivanainen, Antti J. Mäkinen, Rasmus Zetter, Matti Stenroos, Risto J. Ilmoniemi, Lauri Parkkonen

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

Comments arXiv admin note: substantial text overlap with arXiv:1912.05401

2006.01260 2020-06-03 eess.AS cs.LG cs.SD 79%

Improving EEG based continuous speech recognition using GAN

Gautam Krishna, Co Tran, Mason Carnahan, Ahmed Tewfik

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

Comments Under Review

1912.08359 2020-06-01 stat.AP eess.SP 79%

A quadratic linear-parabolic model-based classification to detect epileptic EEG seizures

Antonio Quintero-Rincon, Carlos D'Giano, Hadj Batatia

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

Comments 10 pages, 4 figures, 4 tables

Journal ref The Journal of Biomedical Research, 2020 34(3): 203-210

2005.04669 2020-05-12 cs.SD eess.AS eess.SP 79%

Cognitive-driven convolutional beamforming using EEG-based auditory attention decoding

Ali Aroudi, Marc Delcroix, Tomohiro Nakatani, Keisuke Kinoshita, Shoko Araki, Simon Doclo

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

1907.08220 2020-05-07 cs.NE cs.LG stat.ML 79%

Modified swarm-based metaheuristics enhance Gradient Descent initialization performance: Application for EEG spatial filtering

Mojtaba Moattari, Mohammad Hassan Moradi, Reza Boostani

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

Comments 10 tables, 32 references, 11 formulas. arXiv admin note: text overlap with arXiv:1209.4115 by other authors

2002.03851 2020-05-06 eess.AS cs.LG cs.SD stat.ML 79%

Continuous Silent Speech Recognition using EEG

Gautam Krishna, Co Tran, Mason Carnahan, Ahmed Tewfik

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

2001.00501 2020-05-06 eess.AS cs.LG cs.SD stat.ML 79%

EEG based Continuous Speech Recognition using Transformers

Gautam Krishna, Co Tran, Mason Carnahan, Ahmed H Tewfik

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

2004.04731 2020-05-05 eess.AS cs.LG cs.SD 79%

Advancing Speech Synthesis using EEG

Gautam Krishna, Co Tran, Mason Carnahan, Ahmed Tewfik

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

Comments Under review

2002.12756 2020-05-05 eess.AS cs.LG cs.SD q-bio.QM stat.ML 79%

Speech Synthesis using EEG

Gautam Krishna, Co Tran, Yan Han, Mason Carnahan

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

Comments Accepted for publication at IEEE ICASSP 2020

1910.11183 2020-04-29 eess.SP physics.med-ph 79%

Automatic Identification of Epileptic Seizures from EEG Signals using Sparse Representation-based Classification

S. Sheykhivand, T. Yousefi Rezaii, Z. Mousavi, A. Delpak, A. Farzamnia

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

1909.09132 2020-04-21 eess.AS cs.LG cs.SD stat.ML 79%

Spoken Speech Enhancement using EEG

Gautam Krishna, Co Tran, Yan Han, Mason Carnahan, Ahmed H Tewfik

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

1908.01047 2020-04-09 eess.SP math.OC 79%

An Incremental Approach to Online Dynamic Mode Decomposition for Time-Varying Systems with Applications to EEG Data Modeling

Mustaffa Alfatlawi, Vaibhav Srivastava

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

2003.12690 2020-03-31 eess.SP 79%

EEG Signal Classification using Variational Mode Decomposition

Akshith Ullal, Ram Bilas Pachori

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

2003.00007 2020-03-20 eess.AS cs.LG cs.SD stat.ML 79%

Generating EEG features from Acoustic features

Gautam Krishna, Co Tran, Mason Carnahan, Yan Han, Ahmed H Tewfik

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

1911.04261 2020-03-18 cs.SD eess.AS eess.SP 79%

Voice Activity Detection in presence of background noise using EEG

Gautam Krishna, Co Tran, Mason Carnahan, Yan Han, Ahmed H Tewfik

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

Comments On preparation for submission to EUSIPCO 2020. arXiv admin note: text overlap with arXiv:1906.08871, arXiv:1909.09132

2003.04534 2020-03-11 cs.CV eess.SP 79%

Implementation of Deep Neural Networks to Classify EEG Signals using Gramian Angular Summation Field for Epilepsy Diagnosis

K. Palani Thanaraj, B. Parvathavarthini, U. John Tanik, V. Rajinikanth, Seifedine Kadry, K. Kamalanand

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

Comments 9 pages, 8 Figures, 2 Tables

2002.09175 2020-02-28 eess.SP 79%

Depression Detection using Resting State Three-channel EEG Signal

Qiuxia Shi, Ang Liu, Rongyan Chen, Jian Shen, Qinglin Zhao, Bin Hu

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

Comments 12 pages, 2figures, 1 table

2001.08386 2020-01-24 eess.SP 79%

Epileptic Seizure Detection and Classification using Time-Frequency Features in EEG Signals

Abdullah Othman, Mohamed A. Deriche

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

Comments 5 pages, 6 figures, conference

1807.01541 2020-01-14 eess.SP 79%

Tensor Decomposition for EEG Signal Retrieval

Zehong Cao, Mukesh Prasad, M. Tanveer, Chin-Teng Lin

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

Journal ref 2019 IEEE International Conference on Systems, Man and Cybernetics (SMC)

1912.13351 2020-01-01 stat.AP eess.SP stat.ME 79%

Driver fatigue EEG signals detection by using robust univariate analysis

Antonio Quintero-Rincon, Maria Eugenia Fontecha, Carlos D'Giano

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

Comments 9 pages, 4 figures, 1 table, conference paper

1912.07730 2020-01-01 cs.LG eess.AS eess.IV stat.ML 79%

Continuous Speech Recognition using EEG and Video

Gautam Krishna, Mason Carnahan, Co Tran, Ahmed H Tewfik

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

Comments On preparation for submission to EUSIPCO 2020. arXiv admin note: text overlap with arXiv:1911.11610, arXiv:1911.04261

1911.11610 2019-12-25 eess.AS cs.LG cs.SD stat.ML 79%

Improving EEG based Continuous Speech Recognition

Gautam Krishna, Co Tran, Mason Carnahan, Yan Han, Ahmed H Tewfik

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

Comments On preparation for submission to EUSIPCO 2020. arXiv admin note: text overlap with arXiv:1911.04261, arXiv:1906.08871

1903.10626 2019-12-19 q-bio.NC 79%

The role of physiological complexity changes in resting-state EEG in clinical effectiveness of rTMS and tDCS in treatments of resistant depression

Milena Cukic

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

Comments 26 pages, 7 figures

Journal ref Frontiers in Psychology, section Neuropsychology,Volume 10, Article 2923. 10 December 2019

1912.08144 2019-12-18 q-bio.NC 79%

Constructing a control-ready model of EEG signal during general anesthesia in humans

John H. Abel, Marcus A. Badgeley, Taylor E. Baum, Sourish Chakravarty, Patrick L. Purdon, Emery N. Brown

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

Comments 7 pages, 6 figures. This work has been submitted to IFAC for possible publication

0903.1856 2019-11-26 q-bio.NC q-bio.QM 79%

Quantum calcium-ion interactions with EEG

Lester Ingber

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

Comments published in Sci

Journal ref Sci 1 (7), 1-21 (2018)

1904.01548 2019-11-05 cs.CL cs.LG 79%

Understanding language-elicited EEG data by predicting it from a fine-tuned language model

Dan Schwartz, Tom Mitchell

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

Comments To appear in Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics

1910.07980 2019-10-18 eess.SP 79%

A systematic review of EEG source localization techniques and their applications on diagnosis of brain abnormalities

Shiva Asadzadeh, Tohid Yousefi Rezaii, Soosan Beheshti, Azra Delpak, Saeed Meshgini

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

Comments 25 10 pages, 11 figures

1910.05621 2019-10-15 q-bio.NC 79%

Decoding Working Memory Load from EEG with LSTM Networks

Samuel Goldstein, Zhenhong Hu, Mingzhou Ding

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

1910.02768 2019-10-08 q-bio.NC 79%

New EEG parameters correlated with sevoflurane concentration in dogs: tau and burst

Chika Koyama, Taichi Haruna, Satoshi Hagihira, Kazuto Yamashita

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

Comments 20pages,2 tables, 3 figures

1910.02020 2019-10-07 cs.HC 79%

EEG-to-F0: Establishing artificial neuro-muscular pathway for kinematics-based fundamental frequency control

Himanshu Goyal, Pramit Saha, Bryan Gick, Sidney Fels

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

1. EEG解码 3907 篇

Spatial sampling of MEG and EEG revisited: From spatial-frequency spectra to model-informed sampling

Improving EEG based continuous speech recognition using GAN

A quadratic linear-parabolic model-based classification to detect epileptic EEG seizures

Cognitive-driven convolutional beamforming using EEG-based auditory attention decoding

Modified swarm-based metaheuristics enhance Gradient Descent initialization performance: Application for EEG spatial filtering

Continuous Silent Speech Recognition using EEG

EEG based Continuous Speech Recognition using Transformers

Advancing Speech Synthesis using EEG

Speech Synthesis using EEG

Automatic Identification of Epileptic Seizures from EEG Signals using Sparse Representation-based Classification

Spoken Speech Enhancement using EEG

An Incremental Approach to Online Dynamic Mode Decomposition for Time-Varying Systems with Applications to EEG Data Modeling

EEG Signal Classification using Variational Mode Decomposition

Generating EEG features from Acoustic features

Voice Activity Detection in presence of background noise using EEG

Implementation of Deep Neural Networks to Classify EEG Signals using Gramian Angular Summation Field for Epilepsy Diagnosis

Depression Detection using Resting State Three-channel EEG Signal

Epileptic Seizure Detection and Classification using Time-Frequency Features in EEG Signals

Tensor Decomposition for EEG Signal Retrieval

Driver fatigue EEG signals detection by using robust univariate analysis

Continuous Speech Recognition using EEG and Video

Improving EEG based Continuous Speech Recognition

The role of physiological complexity changes in resting-state EEG in clinical effectiveness of rTMS and tDCS in treatments of resistant depression

Constructing a control-ready model of EEG signal during general anesthesia in humans

Quantum calcium-ion interactions with EEG

Understanding language-elicited EEG data by predicting it from a fine-tuned language model

A systematic review of EEG source localization techniques and their applications on diagnosis of brain abnormalities

Decoding Working Memory Load from EEG with LSTM Networks

New EEG parameters correlated with sevoflurane concentration in dogs: tau and burst

EEG-to-F0: Establishing artificial neuro-muscular pathway for kinematics-based fundamental frequency control