脑机接口 / BCI

Application of Machine Learning to Sleep Stage Classification

Andrew Smith, Hardik Anand, Snezana Milosavljevic, Katherine M. Rentschler, Ana Pocivavsek, Homayoun Valafar

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

Comments 6 pages, IEEE Annual Conf. on Computational Science & Computational Intelligence (CSCI), December 2021

An Adaptive Task-Related Component Analysis Method for SSVEP recognition

Vangelis P. Oikonomou

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

Comments 23 pages, 3 Figures, 6 Tables

Spatiotemporal patterns of adaptation-induced slow oscillations in a whole-brain model of slow-wave sleep

Caglar Cakan, Cristiana Dimulescu, Liliia Khakimova, Daniela Obst, Agnes Flöel, Klaus Obermayer

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

Comments For the simulations, the whole-brain neural mass modeling framework neurolib (https://github.com/neurolib-dev/neurolib) was used. Code for reproducing all figures can be found at https://github.com/caglarcakan/sleeping_brain

Functional switching among dynamic neuronal hub-nodes in the brain induces transition of cognitive states

Jasleen Gund, Yashaswee Mishra, R. K. Brojen Singh, B. N. Mallick

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

Comments 18 pages, 11 figures

Brain Signals to Rescue Aphasia, Apraxia and Dysarthria Speech Recognition

Gautam Krishna, Mason Carnahan, Shilpa Shamapant, Yashitha Surendranath, Saumya Jain, Arundhati Ghosh, Co Tran, Jose del R Millan, Ahmed H Tewfik

专题命中 EEG解码 ：EEG(abstract)；neural signal(abstract)；分类 cs.LG

Comments Accepted to IEEE EMBC 2021

Neuronal heterogeneity modulates phase-synchronization between unidirectionally coupled populations with excitation-inhibition balance

Katiele V. P. Brito, Fernanda Selingardi Matias

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

Journal ref Phys. Rev. E 103, 032415 (2021)

Decoding dynamic brain patterns from evoked responses: A tutorial on multivariate pattern analysis applied to time-series neuroimaging data

Tijl Grootswagers, Susan G. Wardle, Thomas A. Carlson

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

Comments 64 pages, 15 figures

Inference of the Selective Auditory Attention using Sequential LMMSE Estimation

Ivine Kuruvila, Kubilay Can Demir, Eghart Fischer, Ulrich Hoppe

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

Comments 12 pages, 13 figures

Probabilistic Learning Vector Quantization on Manifold of Symmetric Positive Definite Matrices

Fengzhen Tang, Haifeng Feng, Peter Tino, Bailu Si, Daxiong Ji

专题命中 EEG解码 ：EEG(abstract)；motor imagery(abstract)；分类 cs.LG

Comments 15 pages, 7 figures

Generative Autoencoder Kernels on Deep Learning for Brain Activity Analysis

Gokhan Altan, Yakup Kutlu

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

Comments 12 pages, 2 figures, Natural and Engineering Sciences

Journal ref Natural and Engineering Sciences, 2018

A few filters are enough: Convolutional Neural Network for P300 Detection

Alicia Montserrat Alvarado-Gonzalez, Gibran Fuentes-Pineda, Jorge Cervantes-Ojeda

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

Discovering dynamic functional networks in the human neonatal brain with electric source imaging

Steve Mehrkanoon

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

Comments 27 pages, 6 figures

MERLiN: Mixture Effect Recovery in Linear Networks

Sebastian Weichwald, Moritz Grosse-Wentrup, Arthur Gretton

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

Journal ref IEEE Journal of Selected Topics in Signal Processing, 10(7), 1254-1266, 2016

Improving P300 Speller performance by means of optimization and machine learning

Luigi Bianchi, Chiara Liti, Giampaolo Liuzzi, Veronica Piccialli, Cecilia Salvatore

专题命中 EEG解码 ：brain-computer interface(abstract)；EEG(abstract)；分类 eess.SP

Comments 32 pages, research article

Application of statistical analysis to working memory problem

A. V. Erofeeva, T. V. Zakharova

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

Comments in Russian

Journal ref Thomas B. Christophel, P. Christiaan Klink, Bernhard Spitzer, Pieter R. Roelfsema, John-Dylan Haynes.The Distributed Nature of Working Memory. Trends in Cognitive Sciences, 2017

Brain2Object: Printing Your Mind from Brain Signals with Spatial Correlation Embedding

Xiang Zhang, Lina Yao, Chaoran Huang, Salil S. Kanhere, Dalin Zhang, Yu Zhang

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

EnK: Encoding time-information in convolution

Avinash Kumar Singh, Chin-Teng Lin

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

Comments Under review

A new model for the implementation of positive and negative emotion recognition

Jennifer Sorinasa, Juan C. Fernandez-Troyano, Mikel Val-Calvo, Jose Manuel Ferrández, Eduardo Fernandez

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

A single psychotomimetic dose of ketamine decreases thalamocortical spindles and delta oscillations in the sedated rat

Didier Pinault

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

Comments Schizophrenia Research, Elsevier, In press

Preliminary Results on a New Algorithm for Blink Correction Adaptive to Inter- and Intra-Subject Variability

E. Guttmann-Flury, X. Sheng, D. Zhang, X. Zhu

专题命中 EEG解码 ：brain-computer interface(abstract)；EEG(abstract)；分类 q-bio.NC

Engineering Music to Slow Breathing and Invite Relaxed Physiology

Grace Leslie, Asma Ghandeharioun, Diane Y. Zhou, Rosalind W. Picard

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

Comments Accepted at 2019 8th International Conference on Affective Computing and Intelligent Interaction (ACII)

Implementation of a Daemon for OpenBCI

Maxime Chabance, Grégoire Cattan, Bastien Maureille

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

Comments in French

Gamma band oscillations reflect sensory and affective dimensions of pain

Yuanyuan Lyu, Francesca Zidda, Stefan Radev, Hongcai Liu, Xiaoli Guo, Shanbao Tong, Herta Flor, Jamila Andoh

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

Comments 33 pages, 6 figures

Analyzing P300 Distractors for Target Reconstruction

Jonathan R. McDaniel, Stephen M. Gordon, Amelia J. Solon, Vernon J. Lawhern

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

Comments 4 pages, 3 figures

Journal ref 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Honolulu, HI, USA, 2018, pp. 2543-2546

Reconstruction of brain networks involved in magnetophosphene perception using dense electroencephalography

Julien Modolo, Mahmoud Hassan, Alexandre Legros

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

Comments 6 pages, 1 figure

Journal ref BioEM2018 conference proceedings

Mean-field modeling of the basal ganglia-thalamocortical system. II. Dynamics of parkinsonian oscillations

Sacha Jennifer van Albada, Richard T. Gray, Peter M. Drysdale, Peter A. Robinson

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

Journal ref J. Theor. Biol. 257:664-688 (2009)

The interplay between long- and short-range temporal correlations shapes cortex dynamics across vigilance states

Christian Meisel, Andreas Klaus, Vladyslav V. Vyazovskiy, Dietmar Plenz

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

Decline of long-range temporal correlations in the human brain during sustained wakefulness

Christian Meisel, Kimberlyn Bailey, Peter Achermann, Dietmar Plenz

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

A statistical model for brain networks inferred from large-scale electrophysiological signals

Catalina Obando, Fabrizio De Vico Fallani

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

Comments Due to the limitation "The abstract field cannot be longer than 1,920 characters", the abstract appearing here is slightly shorter than that in the PDF file

A feasibility study on SSVEP-based interaction with motivating and immersive virtual and augmented reality

Josef Faller, Brendan Z. Allison, Clemens Brunner, Reinhold Scherer, Dieter Schmalstieg, Gert Pfurtscheller, Christa Neuper

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

Comments 6 Pages, correspondence: josef.faller@gmail.com, Technical Report (2010) Graz University of Technology, Austria