脑机接口 / BCI

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

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

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

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

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

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

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

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

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

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

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

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)

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

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

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

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

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

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)

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

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

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

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

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

Carbogen inhalation during Non-Convulsive Status Epilepticus: A quantitative analysis of EEG recordings

Sriharsha Ramaraju, Simon Reichert, Yujiang Wang, Rob Forsyth, Peter N Taylor

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

EEG Signal Dimensionality Reduction and Classification using Tensor Decomposition and Deep Convolutional Neural Networks

Mojtaba Taherisadr, Mohsen Joneidi, Nazanin Rahnavard

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

Comments 2019 IEEE International Workshop on Machine Learning for Signal Processing

Journal ref 2019 IEEE International Workshop on Machine Learning for Signal Processing

Affective EEG-Based Person Identification Using the Deep Learning Approach

Theerawit Wilaiprasitporn, Apiwat Ditthapron, Karis Matchaparn, Tanaboon Tongbuasirilai, Nannapas Banluesombatkul, Ekapol Chuangsuwanich

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

Comments 10 pages

Journal ref IEEE Transactions on Cognitive and Developmental System (2019)

A review of feature extraction and performance evaluation in epileptic seizure detection using EEG

Poomipat Boonyakitanont, Apiwat Lek-uthai, Krisnachai Chomtho, Jitkomut Songsiri

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

Comments 28 pages, 4 figures

Plasma Brain Dynamics (PBD): A Mechanism for EEG Waves Under Human Consciousness

John Z. G. Ma

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

Journal ref Cosmos and History: The Journal of Natural and Social Philosophy, Vol 13, No 2 (2017)

Protecting Privacy of Users in Brain-Computer Interface Applications

Anisha Agarwal, Rafael Dowsley, Nicholas D. McKinney, Dongrui Wu, Chin-Teng Lin, Martine De Cock, Anderson C. A. Nascimento

专题命中 EEG解码 ：brain-computer interface(title)；EEG(abstract)；分类 cs.LG

Bayesian fusion and multimodal DCM for EEG and fMRI

Huilin Wei, Amirhossein Jafarian, Peter Zeidman, Vladimir Litvak, Adeel Razi, Dewen Hu, Karl J. Friston

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