脑机接口 / BCI

A Review on understanding Brain, and Memory Retention and Recall Processes using EEG and fMRI techniques

Qazi Emad-Ul-Haq, Muhammad Hussain, Hatim Aboalsamh, Saeed Bamatraf, Aamir Saeed Malik, Hafeez Ullah Amin

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

Predicting Auditory Spatial Attention from EEG using Single- and Multi-task Convolutional Neural Networks

Zhentao Liu, Jeffrey Mock, Yufei Huang, Edward Golob

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

Comments 6 pages, 5 tables, 9 figures

supFunSim: : spatial filtering toolbox for EEG

Krzysztof Rykaczewski, Jan Nikadon, Włodzisław Duch, Tomasz Piotrowski

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

Detecting driver distraction using stimuli-response EEG analysis

Garima Bajwa, Mohamed Fazeen, Ram Dantu

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

Removing muscle artifacts from EEG data of people with cognitive impairment using high order statistic methods

Kalogiannis Grigorios, Chassapis George, Tsolaki Magda

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

Comments 9 pages

Journal ref Hell J Nucl Med. 2019 Jan-Apr;22 Suppl:165-173

Hierarchical Deep Feature Learning For Decoding Imagined Speech From EEG

Pramit Saha, Sidney Fels

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

Comments Accepted in AAAI 2019 under Student Abstract and Poster Program

Human Intracranial EEG Quantitative Analysis and Automatic Feature Learning for Epileptic Seizure Prediction

Ramy Hussein, Mohamed Osama Ahmed, Rabab Ward, Z. Jane Wang, Levin Kuhlmann, Yi Guo

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

Passive Head-Mounted Display Music-Listening EEG dataset

Grégoire Cattan, Pedro C. Rodrigues, Marco Congedo

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

Classification of seizure and seizure-free EEG signals based on empirical wavelet transform and phase space reconstruction

Hesam Akbari, Somayeh Saraf Esmaili, Sima Farzollah Zadeh

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

An EEG-based Stereoscopic Research to Reveal the Brain's Response to What Happens Before and After Watching 2D and 3D Movies

Negin Manshouri, Masoud Maleki, Temel Kayikcioglu

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

Noisy network attractor models for transitions between EEG microstates

Jennifer Creaser, Peter Ashwin, Claire Postlethwaite, Juliane Britz

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

Emergence of Brain Rhythms: Model Interpretation of EEG Data

Javier A. Galadí, Joaquín J. Torres, J. Marro

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

Comments 24 pages, 7 figures

Large-scale validation of an automatic EEG arousal detection algorithm using different heterogeneous databases

Diego Alvarez-Estevez, Isaac Fernández-Varela

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

Comments 13 pages, 1 figure, 7 tables; typos corrected; format improved

Parametric Modeling of EEG Signals

Rakesh K. Sharma, Pradip Sircar

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

Comments 6 pages, 5 figures, International Conference on Mathematical Biology (ICMB 2004), IIT Kanpur, Kanpur, India

Integrating Artificial Intelligence with Real-time Intracranial EEG Monitoring to Automate Interictal Identification of Seizure Onset Zones in Focal Epilepsy

Yogatheesan Varatharajah, Brent Berry, Jan Cimbalnik, Vaclav Kremen, Jamie Van Gompel, Matt Stead, Benjamin Brinkmann, Ravishankar Iyer, Gregory Worrell

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

Comments 25 pages, Journal of neural engineering (2018)

A framework for the comparison of different EEG acquisition solutions

Aurore Bussalb, Marie Prat, David Ojeda, Quentin Barthélemy, Julien Bonnaud, Louis Mayaud

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

Automated Classification of Sleep Stages and EEG Artifacts in Mice with Deep Learning

Justus T. C. Schwabedal, Daniel Sippel, Moritz D. Brandt, Stephan Bialonski

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

Comments 7 pages, 3 figures, 4 tables

EEG-based Inter-Subject Correlation Schemes in a Stimuli-Shared Framework: Interplay with Valence and Arousal

Ayoub Hajlaoui, Mohamed Chetouani, Slim Essid

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

Comments 9 pages, 12 figures

A unifying Bayesian approach for preterm brain-age prediction that models EEG sleep transitions over age

Kirubin Pillay, Maarten De Vos

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

Comments 5 pages, 2 figures. Submitted for Neural Information Processing (NIPS) conference workshop on Machine Learning for Health (ML4H), Long Beach, CA, USA, 2017

Investigating the generalizability of EEG-based Cognitive Load Estimation Across Visualizations

Viral Parekh, Maneesh Bilalpur, Sharavan Kumar, Stefan Winkler, C V Jawahar, Ramanathan Subramanian

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

EEG-based Evaluation of Cognitive Workload Induced by Acoustic Parameters for Data Sonification

Maneesh Bilalpur, Mohan Kankanhalli, Stefan Winkler, Ramanathan Subramanian

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

Comments Accepted for publication in the proceedings of the 20th ACM International Conference on Multimodal Interaction, Colorado, USA

A hybrid automated detection of epileptic seizures in EEG based on wavelet and machine learning techniques

Asmaa Hamad, Aboul Ella Hassanien, Aly A. Fahmy, Essam H. Houssein

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

Drowsy Driver Detection by EEG Analysis Using Fast Fourier Transform

Mejdi Ben Dkhil, Ali Wali, Adel M. Alimi

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

Neonatal EEG Interpretation and Decision Support Framework for Mobile Platforms

Mark O'Sullivan, Sergi Gomez, Alison O'Shea, Eduard Salgado, Kevin Huillca, Sean Mathieson, Geraldine Boylan, Emanuel Popovici, Andriy Temko

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

Comments EMBC 2018

On sound-based interpretation of neonatal EEG

Sergi Gomez, Mark O'Sullivan, Emanuel Popovici, Sean Mathieson, Geraldine Boylan, Andriy Temko

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

Comments ISSC 2018

Reworked Second Order Blind Identification and Support Vector Machine technique towards imagery movement identification from EEG signals

Kalogiannis Gregory, Hassapis George

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

Comments 1 page, 1 figure

A New Method for Epileptic Seizure Classification in EEG Using Adapted Wavelet Packets

Amirmasoud Ahmadi, Vahid Shalchyan, Mohammad Reza Daliri

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

Comments Electroencephalography, Wavelet packets transform (WPT), Support vector machines (SVMs), Electric Electronics, Computer Science, Biomedical Engineerings' Meeting (EBBT), 2017

WU-NEAT: A clinically validated, open- source MATLAB toolbox for limited-channel neonatal EEG analysis

Z. A. Vesoulis, P. G. Gamble, S. Jain, N. M. El Ters, S. M. Liao, A. M. Mathur

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

Comments 6 pages, 4 figures

Real-time fMRI neurofeedback training of the amygdala activity with simultaneous EEG in veterans with combat-related PTSD

Vadim Zotev, Raquel Phillips, Masaya Misaki, Chung Ki Wong, Brent E. Wurfel, Frank Krueger, Matthew Feldner, Jerzy Bodurka

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

Comments 26 pages, 16 figures, to appear in NeuroImage: Clinical

Journal ref NeuroImage: Clinical 19 (2018) 106-121

On the Variability of Chaos Indices in Sleep EEG Signals

Amin Banitalebi Dehkordi, Gholam-Ali Hossein-Zadeh

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

Comments ICBME, 2008