脑机接口 / BCI

Neural Codecs as Biosignal Tokenizers

Kleanthis Avramidis, Tiantian Feng, Woojae Jeong, Jihwan Lee, Wenhui Cui, Richard M Leahy, Shrikanth Narayanan

机构 * University of Southern California（南加州大学） 纠错

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

Comments 25 pages, 7 figures, 10 tables, currently under peer review

Adaptive Modality Balanced Online Knowledge Distillation for Brain-Eye-Computer based Dim Object Detection

Zixing Li, Chao Yan, Zhen Lan, Xiaojia Xiang, Han Zhou, Jun Lai, Dengqing Tang

机构 * College of Intelligence Science and Technology, National University of Defense Technology（智能科学与技术学院，国防科技大学） 纠错

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

Comments 18 pages,15 figures

Journal ref IEEE Transactions on Neural Networks and Learning Systems, pp. 1-15, 2025

Data-Efficient Sleep Staging with Synthetic Time Series Pretraining

Niklas Grieger, Siamak Mehrkanoon, Stephan Bialonski

机构 * Department of Medical Engineering and Technomathematics, FH Aachen University of Applied Sciences（弗劳恩霍夫亚琛应用科学大学医学工程与技术数学系） ； Department of Information and Computing Sciences, Utrecht University（乌得勒支大学信息与计算科学系） ； Institute for Data-Driven Technologies, FH Aachen University of Applied Sciences（弗劳恩霍夫亚琛应用科学大学数据驱动技术研究所） 纠错

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

Comments 15 pages, 4 figures, 1 table

Journal ref Grieger, N., Mehrkanoon, S., Bialonski, S. (2025). Data-Efficient Sleep Staging with Synthetic Time Series Pretraining. Algorithms, 18(9), 580

Guiding Soft Robots with Motor-Imagery Brain Signals and Impedance Control

Maximilian Stölzle, Sonal Santosh Baberwal, Daniela Rus, Shirley Coyle, Cosimo Della Santina

机构 * Cognitive Robotics department, Delft University of Technology（德鲁斯特大学认知机器人学系） ； School of Electronics Engineering, Dublin City University（都柏林城市大学电子工程学院） 纠错

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

Comments 8 pages, presented at 7th IEEE-RAS International Conference on Soft Robotics (2024)

Journal ref 2024 IEEE 7th International Conference on Soft Robotics (RoboSoft), San Diego, CA, USA, 2024, pp. 276-283

Realtime Multimodal Emotion Estimation using Behavioral and Neurophysiological Data

Von Ralph Dane Marquez Herbuela, Yukie Nagai

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

Transcranial Focused Ultrasound for Identifying the Neural Substrate of Conscious Perception

Daniel K. Freeman, Brian Odegaard, Seung-Schik Yoo, Matthias Michel

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

Comments 33 pages, 3 figures

Foundation of Affective Computing and Interaction

Changzeng Fu

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

The Study of Human Preference Based on Integrated Analysis of N1 and LPP Components

Siyuan Li, Xiangze Meng, Yijian Yang, Yiwen Xu, Yunfei Wang, Chenghu Qiu, Hanyi Jiang, Pin Wu, Shegnbo Chen, Xiao Wei, Hao Wang, Lan Ni, Huiran Zhang

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

Evaluating Eye Tracking and Electroencephalography as Indicator for Selective Exposure During Online News Reading

Thomas Krämer, Francesco Chiossi, Thomas Kosch

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

Fluctuation induced intermittent transitions between distinct rhythms in balanced excitatory-inhibitory spiking networks

Xiyun Zhang, Bojun Wang, Hongjie Bi

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

Journal ref Chaos, Solitons & Fractals 196, 116321 (2025)

PiEEG kit -- bioscience Lab in home for your Brain and Body

Ildar Rakhmatulin

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

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