脑机接口 / BCI

Classification of EEG Signals using Genetic Programming for Feature Construction

Icaro Marcelino Miranda, Claus Aranha, Marcelo Ladeira

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

Comments 9 pages, accepted to the GECCO 2019 conference

Universal Joint Feature Extraction for P300 EEG Classification using Multi-task Autoencoder

Apiwat Ditthapron, Nannapas Banluesombatkul, Sombat Ketrat, Ekapol Chuangsuwanich, Theerawit Wilaiprasitporn

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

Journal ref IEEE Access 2019

Extraction of SSVEPs-based Inherent Fuzzy Entropy Using a Wearable Headband EEG in Migraine Patients

Zehong Cao, Chin-Teng Lin, Kuan-Lin Lai, Li-Wei Ko, Jung-Tai King, Jong-Ling Fuh, Shuu-Jiun Wang

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

Comments The revised manuscript is submitting to IEEE Transactions on Fuzzy Systems

Journal ref IEEE Transactions on Fuzzy Systems (18 March 2019)

Effects of Repetitive SSVEPs on EEG Complexity using Multiscale Inherent Fuzzy Entropy

Zehong Cao, Weiping Ding, Yu-Kai Wang, Farookh Khadeer Hussain, Adel Al-Jumaily, Chin-Teng Lin

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

Comments The manuscript is pending publication in Neurocomputing

Journal ref Neurocomputing (Available online 8 May 2019)

Identifying Ketamine Responses in Treatment-Resistant Depression Using a Wearable Forehead EEG

Zehong Cao, Chin-Teng Lin, Weiping Ding, Mu-Hong Chen, Cheng-Ta Li, Tung-Ping Su

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

Comments This revised article is submitting to IEEE TBME

Journal ref IEEE Transactions on Biomedical Engineering (Page(s): 1668 - 1679, Volume: 66 , Issue: 6 , June 2019 )

DeepKey: An EEG and Gait Based Dual-Authentication System

Xiang Zhang, Lina Yao, Chaoran Huang, Tao Gu, Zheng Yang, Yunhao Liu

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

Comments 22 pages

Towards a Passive BCI to Induce Lucid Dream

Morgane Hamon, Emma Chabani, Philippe Giraudeau

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

Journal ref Journ{é}e Jeunes Chercheurs en Interfaces Cerveau-Ordinateur et Neurofeedback 2019 (JJC-ICON '19), Mar 2019, Villeneuve d'Ascq, France

An introduction to time-resolved decoding analysis for M/EEG

Thomas A. Carlson, Tijl Grootswagers, Amanda K. Robinson

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

Hybrid Compression Techniques for EEG Data Based on Lossy/Lossless Compression Algorithms

Madyan Alsenwi, Tawfik Ismail, M. Saeed Darweesh

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

Diffuse to fuse EEG spectra -- intrinsic geometry of sleep dynamics for classification

Gi-Ren Liu, Yu-Lun Lo, John Malik, Yuan-Chung Sheu, Hau-tieng Wu

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

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