脑机接口 / BCI

QEEGNet: Quantum Machine Learning for Enhanced Electroencephalography Encoding

Chi-Sheng Chen, Samuel Yen-Chi Chen, Aidan Hung-Wen Tsai, Chun-Shu Wei

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

Comments 7 pages, 4 figures

Poststroke rehabilitative mechanisms in individualized fatigue level-controlled treadmill training -- a Rat Model Study

Yuchen Xu, Yulong Peng, Yuanfa Yao, Xiaoman Fan, Minmin Wang, Feng Gao, Mohamad Sawan, Shaomin Zhang, Xiaoling Hu

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

SSVEP-BiMA: Bifocal Masking Attention Leveraging Native and Symmetric-Antisymmetric Components for Robust SSVEP Decoding

Yuxin Liu, Zhenxi Song, Guoyang Xu, Zirui Wang, Feng Wan, Yong Hu, Min Zhang, Zhiguo Zhang

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

Anti-seizure medication tapering correlates with daytime delta band power reduction in the cortex

Guillermo M. Besne, Nathan Evans, Mariella Panagiotopoulou, Billy Smith, Fahmida A Chowdhury, Beate Diehl, John S Duncan, Andrew W McEvoy, Anna Miserocchi, Jane de Tisi, Mathew Walker, Peter N. Taylor, Chris Thornton, Yujiang Wang

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

Introducing the modularity graph: an application to brain functional networks

Tiziana Cattai, Camilla Caporali, Marie-Constance Corsi, Stefania Colonnese

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

Comments This work has been submitted to the IEEE for possible publication

Community Detection from Multiple Observations: from Product Graph Model to Brain Applications

Tiziana Cattai, Gaetano Scarano, Marie-Constance Corsi, Fabrizio De Vico Fallani, Stefania Colonnese

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

Comments This work has been submitted to the IEEE for possible publication

Compensatory Mechanisms in Non-principal Multimedia Learning: The Interplay of Local and Global Information Processing

Mohammadhosein Ostadi Varnosfaderani, Masoumeh Golmohamadian, Alireza Bosaghzadeh, S. Hamid Amiri, Reza Ebrahimpour

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

Comments This manuscript comprises 27 pages, 8 figures, and 1 table

Towards Linguistic Neural Representation Learning and Sentence Retrieval from Electroencephalogram Recordings

Jinzhao Zhou, Yiqun Duan, Ziyi Zhao, Yu-Cheng Chang, Yu-Kai Wang, Thomas Do, Chin-Teng Lin

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

Stimulus-Informed Generalized Canonical Correlation Analysis for Group Analysis of Neural Responses to Natural Stimuli

Simon Geirnaert, Yuanyuan Yao, Tom Francart, Alexander Bertrand

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

Comments 14 pages, 16 figures

Conditional Gumbel-Softmax for constrained feature selection with application to node selection in wireless sensor networks

Thomas Strypsteen, Alexander Bertrand

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

Orthogonal Extended Infomax Algorithm

Nicole Ille

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

Comments 17 pages, 6 figures

Journal ref Journal of Neural Engineering 21 (2024)

Unified neural field theory of brain dynamics underlying oscillations in Parkinson's disease and generalized epilepsies

Eli J Müller, Sacha J van Albada, Jong-Won Kim, Peter A Robinson

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

Journal ref Journal of Theoretical Biology (2017) 428, 132-146

A Distributed Inference System for Detecting Task-wise Single Trial Event-Related Potential in Stream of Satellite Images

Sung-Jin Kim, Heon-Gyu Kwak, Hyeon-Taek Han, Dae-Hyeok Lee, Ji-Hoon Jeong, Seong-Whan Lee

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

Sparse electrophysiological source imaging predicts aging-related gait speed slowing

Vega-Hernandez, Mayrim, Galan-Garcia, Lidice, Perez-Hidalgo-Gato, Jhoanna, Ontivero-Ortega, Marlis, Garcia-Agustin, Daysi, Garcia-Reyes, Ronaldo, Bosch-Bayard, Jorge, Marinazzo, Daniele, Martinez-Montes, Eduardo, Valdes-Sosa, Pedro A

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

UniCoRN: Unified Cognitive Signal ReconstructioN bridging cognitive signals and human language

Nuwa Xi, Sendong Zhao, Haochun Wang, Chi Liu, Bing Qin, Ting Liu

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

Comments the 61st Annual Meeting of the Association for Computational Linguistics

Neural Underpinnings of Decoupled Ethical Behavior in Adolescents as an Interaction of Peer and Personal Values

Manvi Jain, Karsheet Negi, Pooja S. Sahni, Mannu Brahmi, Neha Singh, Dayal Pyari Srivastava, Jyoti Kumar

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

Comments 8 Pages, 6 Figures

First steps towards quantum machine learning applied to the classification of event-related potentials

Grégoire Cattan, Alexandre Quemy, Anton Andreev

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

Comments in French language

Semantic-aware Contrastive Learning for Electroencephalography-to-Text Generation with Curriculum Learning

Xiachong Feng, Xiaocheng Feng, Bing Qin

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

Modeling cognitive load as a self-supervised brain rate with electroencephalography and deep learning

Luca Longo

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC、eess.SP、cs.LG

Comments 18 pages, 12 figures, 1 table

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