脑机接口 / BCI

PedSleepMAE: Generative Model for Multimodal Pediatric Sleep Signals

Saurav R. Pandey, Aaqib Saeed, Harlin Lee

机构 * Department of Computer Science（计算机科学系） ； Department of Industrial Design（工业设计系） ； School of Data Science and Society（数据科学与社会学院） 纠错

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Journal ref 2024 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI), Houston, TX, USA, 2024, pp. 1-8

Time-Series Analysis on Edge-AI Hardware for Healthcare Monitoring

Jinhai Hu

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

Comments 38 pages, 20 figures, Progress report for qualification cum PhD confirmation exercise

On Error Classification from Physiological Signals within Airborne Environment

Niall McGuire, Yashar Moshfeghi

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

Brain Signatures of Time Perception in Virtual Reality

Sahar Niknam, Saravanakumar Duraisamy, Jean Botev, Luis A. Leiva

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

Comments IEEE Trans. Vis. Comput. Graph. (2025)

PFML: Self-Supervised Learning of Time-Series Data Without Representation Collapse

Einari Vaaras, Manu Airaksinen, Okko Räsänen

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Comments Accepted for publication in IEEE Access

Dual mechanism of Anti-Seizure Medications in controlling seizure activity

Guillermo M. Besne, Emmanuel Molefi, Sarah J. Gascoigne, Nathan Evans, Billy Smith, Chris Thornton, Fahmida A. Chowdhury, Beate Diehl, John S. Duncan, Andrew W. McEvoy, Anna Miserocchi, Jane de Tisi, Matthew Walker, Peter N. Taylor, Yujiang Wang

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Localized Definitions and Distributed Reasoning: A Proof-of-Concept Mechanistic Interpretability Study via Activation Patching

Nooshin Bahador

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Comments 15 pages, 3 figures

FLEXtime: Filterbank learning to explain time series

Thea Brüsch, Kristoffer K. Wickstrøm, Mikkel N. Schmidt, Robert Jenssen, Tommy S. Alstrøm

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Comments Accepted to The 3rd World Conference on eXplainable Artificial Intelligence

Chirp Localization via Fine-Tuned Transformer Model: A Proof-of-Concept Study

Nooshin Bahador, Milad Lankarany

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Comments 19 pages, 8 figures

Investigating Perceived and Mechanical Challenge in Games Through Cognitive Activity

Christine Hegedues, Joao Pedro Dias Constantino, Laurits Dixen, Paolo Burelli

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

Investigating the Uncanny Valley Phenomenon Through the Temporal Dynamics of Neural Responses to Virtual Characters

Chiara Gorlini, Laurits Dixen, Paolo Burelli

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

Deep Jansen-Rit Parameter Inference for Model-Driven Analysis of Brain Activity

Deepa Tilwani, Christian O'Reilly

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Comments Accepted at 7th International Conference on Advances in Signal Processing and Artificial Intelligence (ASPAI' 2025), 8-10 April 2025, Innsbruck, Austria

M2LADS Demo: A System for Generating Multimodal Learning Analytics Dashboards

Alvaro Becerra, Roberto Daza, Ruth Cobos, Aythami Morales, Julian Fierrez

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

Comments Published in the Workshop on Innovation and Responsibility in AI-Supported Education (iRAISE25) at AAAI 2025

DreamNet: A Multimodal Framework for Semantic and Emotional Analysis of Sleep Narratives

Tapasvi Panchagnula

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Comments 10 pages, 5 figures, new research contribution

MPTSNet: Integrating Multiscale Periodic Local Patterns and Global Dependencies for Multivariate Time Series Classification

Yang Mu, Muhammad Shahzad, Xiao Xiang Zhu

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Comments Accepted by AAAI2025

Eggly: Designing Mobile Augmented Reality Neurofeedback Training Games for Children with Autism Spectrum Disorder

Yue Lyu, Pengcheng An, Yage Xiao, Zibo Selena Zhang, Huan Zhang, Keiko Katsuragawa, Jian Zhao

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

Comments 23 pages, 9 figures, Presented at Ubicomp'23

Journal ref Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 2023

Quantum Multimodal Contrastive Learning Framework

Chi-Sheng Chen, Aidan Hung-Wen Tsai, Sheng-Chieh Huang

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Comments 15 pages

MC2SleepNet: Multi-modal Cross-masking with Contrastive Learning for Sleep Stage Classification

Younghoon Na, Hyun Keun Ahn, Hyun-Kyung Lee, Yoongeol Lee, Seung Hun Oh, Hongkwon Kim, Jeong-Gun Lee

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

Electrophysiological Investigation of Insect Pain Threshold

Marc Josep Montagut Marques, Pan Minghao, Ryuichi Okada, Midori Sakura, Kayo Hirose, Shinjiro Umezu

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Comments 17 pages, 3 figures

SleepGMUformer: A gated multimodal temporal neural network for sleep staging

Chenjun Zhao, Xuesen Niu, Xinglin Yu, Long Chen, Na Lv, Huiyu Zhou, Aite Zhao

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

From Thought to Action: How a Hierarchy of Neural Dynamics Supports Language Production

Mingfang Zhang, Jarod Lévy, Stéphane d'Ascoli, Jérémy Rapin, F. -Xavier Alario, Pierre Bourdillon, Svetlana Pinet, Jean-Rémi King

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Neurophysiological correlates to the human brain complexity through $q$-statistical analysis of electroencephalogram

Dimitri Marques Abramov, Daniel de Freitas Quintanilha, Henrique Santos Lima, Roozemeria Pereira Costa, Carla Kamil-Leite, Vladimir V. Lazarev, Constantino Tsallis

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Comments 19 pages and 8 figures

Graph Structure Based Data Augmentation Method

Kyung Geun Kim, Byeong Tak Lee

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Multimodal Data-Driven Classification of Mental Disorders: A Comprehensive Approach to Diagnosing Depression, Anxiety, and Schizophrenia

Himanshi Singh, Sadhana Tiwari, Sonali Agarwal, Ritesh Chandra, Sanjay Kumar Sonbhadra, Vrijendra Singh

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Kolmogorov-Arnold Networks for Time Series Granger Causality Inference

Meiliang Liu, Yunfang Xu, Zijin Li, Zhengye Si, Xiaoxiao Yang, Xinyue Yang, Zhiwen Zhao

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Human fields and their impact on brain waves A pilot study

Jesus Acosta-Elias, Santiago Mendez-Moreno, Omar Vital-Ochoa, Ricardo Espinosa-Tanguma

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Comments 7 pages, 2 figures

Exploring Flow in Real-World Knowledge Work Using Discreet cEEGrid Sensors

Michael T. Knierim, Fabio Stano, Fabio Kurz, Antonius Heusch, Max L. Wilson

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

sDREAMER: Self-distilled Mixture-of-Modality-Experts Transformer for Automatic Sleep Staging

Jingyuan Chen, Yuan Yao, Mie Anderson, Natalie Hauglund, Celia Kjaerby, Verena Untiet, Maiken Nedergaard, Jiebo Luo

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Stationary and Sparse Denoising Approach for Corticomuscular Causality Estimation

Farwa Abbas, Verity McClelland, Zoran Cvetkovic, Wei Dai

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

Time Scale Network: A Shallow Neural Network For Time Series Data

Trevor Meyer, Camden Shultz, Najim Dehak, Laureano Moro-Velazquez, Pedro Irazoqui

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Comments 8 pages, 5 figures, preprint