脑机接口 / BCI

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

Cognitive Assessment and Training in Extended Reality: Multimodal Systems, Clinical Utility, and Current Challenges

Palmira Victoria González-Erena, Sara Fernández-Guinea, Panagiotis Kourtesis

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

Targeted Adversarial Denoising Autoencoders (TADA) for Neural Time Series Filtration

Benjamin J. Choi, Griffin Milsap, Clara A. Scholl, Francesco Tenore, Mattson Ogg

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Comments [Accepted] Artificial Intelligence for Time Series Analysis (AI4TS): Theory, Algorithms, and Applications @ AAAI 2025, Philadelphia, PA, USA

SelectiveFinetuning: Enhancing Transfer Learning in Sleep Staging through Selective Domain Alignment

Siyuan Zhao, Chenyu Liu, Yi Ding, Xinliang Zhou

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

Comments Accepted by ICASSP 2025

Towards Decoding Developer Cognition in the Age of AI Assistants

Ebtesam Al Haque, Chris Brown, Thomas D. LaToza, Brittany Johnson

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

Comments SANER 2025 Registered Report

Symbolic dynamics of joint brain states during dyadic coordination

Italo Ivo Lima Dias Pinto, Zhibin Zhou, Javier O. Garcia, Ramesh Srinivasan

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Comments 13 pages, 5 figures

Journal ref Chaos: An Interdisciplinary Journal of Nonlinear Science, 35(1):013110, 01 2025

Preictal Period Optimization for Deep Learning-Based Epileptic Seizure Prediction

Petros Koutsouvelis, Bartlomiej Chybowski, Alfredo Gonzalez-Sulser, Shima Abdullateef, Javier Escudero

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

Ensemble Machine Learning Model for Inner Speech Recognition: A Subject-Specific Investigation

Shahamat Mustavi Tasin, Muhammad E. H. Chowdhury, Shona Pedersen, Malek Chabbouh, Diala Bushnaq, Raghad Aljindi, Saidul Kabir, Anwarul Hasan

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

Comments 13 Figures, 3 Tables

Fatigue Monitoring Using Wearables and AI: Trends, Challenges, and Future Opportunities

Kourosh Kakhi, Senthil Kumar Jagatheesaperumal, Abbas Khosravi, Roohallah Alizadehsani, U Rajendra Acharya

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

Comments 43 pages, 18 figures, 2 tables

LG-Sleep: Local and Global Temporal Dependencies for Mice Sleep Scoring

Shadi Sartipi, Mie Andersen, Natalie Hauglund, Celia Kjaerby, Verena Untiet, Maiken Nedergaard, Mujdat Cetin

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Evolving Markov Chains: Unsupervised Mode Discovery and Recognition from Data Streams

Kutalmış Coşkun, Borahan Tümer, Bjarne C. Hiller, Martin Becker

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Comments 20 pages, 8 figures

Enhanced average for event-related potential analysis using dynamic time warping

Mario Molina, Lorenzo J. Tardon, Ana M. Barbancho, Irene De-Torres, Isabel Barbancho

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

Comments 11 pages

Journal ref Biomed. Signal Proces. and Cont.,Vol.87,2024