脑机接口 / BCI

Hazard recognition in an immersive virtual environment: Framework for the simultaneous analysis of visual search and EEG patterns

Mojtaba Noghabaei, Kevin Han

专题命中 EEG解码 ：EEG(title)；分类 eess.SP、cs.HC

Using Deep Learning and Machine Learning to Detect Epileptic Seizure with Electroencephalography (EEG) Data

Haotian Liu, Lin Xi, Ying Zhao, Zhixiang Li

专题命中 EEG解码 ：EEG(title)；分类 eess.SP、cs.LG

End-to-end Sleep Staging with Raw Single Channel EEG using Deep Residual ConvNets

Ahmed Imtiaz Humayun, Asif Shahriyar Sushmit, Taufiq Hasan, Mohammed Imamul Hassan Bhuiyan

专题命中 EEG解码 ：EEG(title)；分类 eess.SP、cs.LG

Comments 5 pages, 3 Figures, Appendix, IEEE BHI 2019

Compensated Integrated Gradients to Reliably Interpret EEG Classification

Kazuki Tachikawa, Yuji Kawai, Jihoon Park, Minoru Asada

专题命中 EEG解码 ：EEG(title)；分类 eess.SP、cs.LG

Comments Machine Learning for Health (ML4H) Workshop at NeurIPS 2018 arXiv:1811.07216

Classification of Epileptic EEG Signals by Wavelet based CFC

Amirmasoud Ahmadi, Mahsa Behroozi, Vahid Shalchyan, Mohammad Reza Daliri

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

Comments Electroencephalogram; Wavelet Decomposition; Cross Frequency Coupling;Quadratic Discriminant Analysis; T-test Feature Selection

Journal ref Electrical-Electronics & Biomedical Engineering and Computer Science in 2018 (EBBT 2018)

A reworked SOBI algorithm based on SCHUR Decomposition for EEG data processing

Kalogiannis Gregory, Karampelas Nikolaos, Hassapis George

专题命中 EEG解码 ：EEG(title)；分类 eess.SP、cs.HC

Influence of Video Dynamics on EEG-based Single-Trial Video Target Surveillance System

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

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

Comments 2024 International BCI winter conference accepted paper

Neural-Driven Image Editing

神经驱动的图像编辑

Pengfei Zhou, Jie Xia, Xiaopeng Peng, Wangbo Zhao, Zilong Ye, Zekai Li, Suorong Yang, Jiadong Pan, Yuanxiang Chen, Ziqiao Wang, Kai Wang, Qian Zheng, Hao Jin, Xiaojun Chang, Gang Pan, Shurong Dong, Kaipeng Zhang, Yang You

机构 * NUS（国立新加坡大学） ； ZJU（浙江大学） ； RIT（罗切斯特理工学院） ； NJU（南京大学） ； USTC（中国科学技术大学） ； Shanghai AI Lab（上海人工智能实验室） ； SII（上海信息所） ； Hangzhou RongNao Tech（杭州融纳科技） 纠错

专题命中 EEG解码 ：brain-computer interface(abstract)；EEG(abstract)；neural signal(abstract)

AI总结 LoongX通过多模态神经信号驱动图像编辑，结合扩散模型和对比学习实现高性能图像编辑任务。

Comments 22 pages, 14 figures

Decoding Selective Auditory Attention to Musical Elements in Ecologically Valid Music Listening

解码生态化音乐聆听中对音乐元素的选择性听觉注意

Taketo Akama, Zhuohao Zhang, Tsukasa Nagashima, Takagi Yutaka, Shun Minamikawa, Natalia Polouliakh

机构 * Sony Computer Science Laboratories, Inc（索尼计算机科学实验室） 纠错

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

AI总结 本文首次利用消费级EEG设备解码真实录音室歌曲中听众对音乐元素的选择性注意，展示了在自然聆听环境下可行的神经解码方法。

Uncertainty Quantification in Machine Learning for Biosignal Applications -- A Review

Ivo Pascal de Jong, Andreea Ioana Sburlea, Matias Valdenegro-Toro

机构 * RUG（鲁文大学） 纠错

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

Comments 30 pages, 24 figures, 3 tables

On Interfacing the Brain with Quantum Computers: An Approach to Listen to the Logic of the Mind

Eduardo Reck Miranda

专题命中 EEG解码 ：BCI(abstract)；brain-computer interface(abstract)；EEG(abstract)

Comments 40 pages, 35 figures, pre-publication draft chapter to appear in a book; typos corrected

Interpreting Imagined Speech Waves with Machine Learning techniques

Abhiram Singh, Ashwin Gumaste

专题命中 EEG解码 ：BCI(abstract)；EEG(abstract)；分类 eess.SP、cs.LG、cs.HC

Enhancing performance of subject-specific models via subject-independent information for SSVEP-based BCIs

Mohammad Hadi Mehdizavareh, Sobhan Hemati, Hamid Soltanian-Zadeh

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

Comments 22 pages, 8 figures, 1 table, 1 appendix, published in PLOS ONE journal. This is a draft version. The published version is available in the following link: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0226048

Journal ref PLOS ONE 15(1): e0226048 (2020)

Multimodal Classification with Deep Convolutional-Recurrent Neural Networks for Electroencephalography

Chuanqi Tan, Fuchun Sun, Wenchang Zhang, Jianhua Chen, Chunfang Liu

专题命中 EEG解码 ：BCI(abstract)；brain computer interface(abstract)；EEG(abstract)

Comments 10 pages, 6 figures

Journal ref Neural Information Processing. 2017:767-776

Reducing training requirements through evolutionary based dimension reduction and subject transfer

Adham Atyabi, Martin Luerssena, Sean P. Fitzgibbon, Trent Lewis, David M. W. Powersa

专题命中 EEG解码 ：BCI(abstract)；brain computer interface(abstract)；EEG(abstract)

Non-Invasive Reconstruction of Intracranial EEG Across the Deep Temporal Lobe from Scalp EEG based on Conditional Normalizing Flow

基于条件归一化流的从头皮脑电无创重建深颞叶颅内脑电

Dongyi He, Bin Jiang, Kecheng Feng, Luyin Zhang, Ling Liu, Yuxuan Li, Yun Zhao, He Yan

机构 * School of Artificial Intelligence, Chongqing University of Technology（重庆理工大学人工智能学院） ； School of Smart Health, Chongqing Polytechnic University of Electronic Technology（重庆电子工程职业大学智能健康学院） 纠错

专题命中 EEG解码 ：EEG(title)；分类 q-bio.NC

AI总结 提出NeuroFlowNet，一种基于条件归一化流的跨模态生成框架，首次从头皮脑电信号重建整个深颞叶区域的颅内脑电信号，解决了高保真重建的难题。

Stable EEG Source Estimation for Standardized Kalman Filter using Change Rate Tracking

用于标准化卡尔曼滤波的稳定EEG源估计

Joonas Lahtinen

专题命中 EEG解码 ：EEG(title)；分类 eess.SP

AI总结 本文提出基于后向差分的测量模型，通过利用脑活动分布变化率提升标准化卡尔曼滤波在EEG源估计中的稳定性。

Distinct neurodynamics of functional brain networks in Alzheimer's disease and frontotemporal dementia as revealed by EEG

Sungwoo Ahn, Evie A. Malaia, Leonid L Rubchinsky

专题命中 EEG解码 ：EEG(title)；分类 q-bio.NC

Comments 23 pages, 4 figures, 11 tables. arXiv admin note: text overlap with arXiv:2506.23013

Journal ref Clinical Neurophysiology (2025)

Analysis of Drone-Assisted Building Inspection Training in VR vs 2D Monitor Display: an EEG Study

Pengkun Liu, Jackson Greene, Jiali Huang, Pingbo Tang, Yu Hou

专题命中 EEG解码 ：EEG(title)；分类 cs.HC

Differences in Neurovascular Coupling in Patients with Major Depressive Disorder: Evidence from Simultaneous Resting-State EEG-fNIRS

Feng Yan, Xiaobin Wang, Yao Zhao, Shuyi Yang, Zhiren Wang

专题命中 EEG解码 ：EEG(title)；分类 q-bio.NC

Comments 19 pages,9 figures

Are EEG functional networks really describing the brain? A comparison with other information-processing complex systems

Sofia Gil-Rodrigo, Raúl López-Martín, Görsev Yener, Jan R. Wiersema, Bahar Güntekin, Massimiliano Zanin

专题命中 EEG解码 ：EEG(title)；分类 q-bio.NC

Comments 5 pages plus SI, 3 figures

Dimension reduction methods, persistent homology and machine learning for EEG signal analysis of Interictal Epileptic Discharges

Annika Stiehl, Stefan Geißelsöder, Nicole Ille, Fabienne Anselstetter, Harald Bornfleth, Christian Uhl

专题命中 EEG解码 ：EEG(title)；分类 eess.SP

Inception networks, Data Augmentation and Transfer Learning in EEG-based photosensitivity diagnosis

Fernando Moncada Martins, Víctor M. González, José R. Villar, Beatriz García López, Ana Isabel Gómez-Menéndez

专题命中 EEG解码 ：EEG(title)；分类 eess.SP

Hyperdimensional Computing for ADHD Classification using EEG Signals

Federica Colonnese, Antonello Rosato, Francesco Di Luzio, Massimo Panella

专题命中 EEG解码 ：EEG(title)；分类 eess.SP

Comments 25 pages, 7 figures, 1 table

Simulation-based Inference of Developmental EEG Maturation with the Spectral Graph Model

Danilo Bernardo, Xihe Xie, Parul Verma, Jonathan Kim, Virginia Liu, Adam L. Numis, Ye Wu, Hannah C. Glass, Pew-Thian Yap, Srikantan S. Nagarajan, Ashish Raj

专题命中 EEG解码 ：EEG(title)；分类 q-bio.NC

Comments 40 pages, 6 figures, 19 supplementary figures

Journal ref Commun Phys 7, 255 (2024)

Fatigue and mental underload further pronounced in L3 conditionally automated driving: Results from an EEG experiment on a test track

Nikol Figalová, Hans Joachim Bieg, Michael Schulz, Jürgen Pichen, Martin Baumann, Lewis Chuang, Olga Pollatos

专题命中 EEG解码 ：EEG(title)；分类 cs.HC

Journal ref Companion Proceedings of the 28th International Conference on Intelligent User Interfaces, March 2023

Recurrent and Convolutional Neural Networks in Classification of EEG Signal for Guided Imagery and Mental Workload Detection

Filip Postepski, Grzegorz M. Wojcik, Krzysztof Wrobel, Andrzej Kawiak, Katarzyna Zemla, Grzegorz Sedek

专题命中 EEG解码 ：EEG(title)；分类 cs.LG

Comments In review

A quality control analysis of the resting state hypothesis via permutation entropy on EEG recordings

Alessio Perinelli, Leonardo Ricci

专题命中 EEG解码 ：EEG(title)；分类 q-bio.NC

Comments 17 pages, 6 figures. Submitted to: Chaos

Wireless Ear EEG to Monitor Drowsiness

Ryan Kaveh, Carolyn Schwendeman, Leslie Pu, Ana C. Arias, Rikky Muller

专题命中 EEG解码 ：EEG(title)；分类 eess.SP

From Driver to Supervisor: Comparing Cognitive Load and EEG-based Attentional Resource Allocation across Automation Levels

Nikol Figalová, Hans-Joachim Bieg, Julian Elias Reiser, Yuan-Cheng Liu, Martin Baumann, Lewis Chuang, Olga Pollatos

专题命中 EEG解码 ：EEG(title)；分类 cs.HC

Comments 17 pages, 4 figures

Journal ref International Journal of Human-Computer Studies, Volume 182, 2024