脑机接口 / BCI

Decoding of Intuitive Visual Motion Imagery Using Convolutional Neural Network under 3D-BCI Training Environment

Byoung-Hee Kwon, Ji-Hoon Jeong, Jeong-Hyun Cho, Seong-Whan Lee

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

Comments Submitted to IEEE International Conference on System, Man, and Cybernetics (IEEE SMC 2020)

Prediction of Memory Retrieval Performance Using Ear-EEG Signals

Jenifer Kalafatovich, Minji Lee, Seong-Whan Lee

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

Comments Accected for publication at EMBC 2020

Wireless User-Generic Ear EEG

Ryan Kaveh, Justin Doong, Andy Zhou, Carolyn Schwendeman, Karthik Gopalan, Fred Burghardt, Ana C. Arias, Michel Maharbiz, Rikky Muller

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

Assessment of Empathy in an Affective VR Environment using EEG Signals

Maryam Alimardani, Annabella Hermans, Angelica M. Tinga

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

Comments 13 pages, 3 figures, 3 tables

BciPy: Brain-Computer Interface Software in Python

Tab Memmott, Aziz Koçanaoğulları, Matthew Lawhead, Daniel Klee, Shiran Dudy, Melanie Fried-Oken, Barry Oken

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

Comments 24 pages, 15 Figures, 1 Table

A BCI based Smart Home System Combined with Event-related Potentials and Speech Imagery Task

Hyeong-Jin Kim, Min-Ho Lee, Minji Lee

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

Nonlinear analysis of EEG complexity in episode and remission phase of recurrent depression

Čukić Milena, Stokić Miodrag, Radenković Slavoljub, Ljubisavljević Miloš, Simić Slobodan, Danka Savić

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

Comments 23 pages, 6 figures

Journal ref 09 December 2019. IJMPR https://onlinelibrary.wiley.com/doi/full/10.1002/mpr.1816

Bio-inspired Filter Banks for Frequency Recognition of SSVEP-based Brain-computer Interfaces

Ali Fatih Demir, Hüseyin Arslan, Ismail Uysal

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

Comments 9 pages, 8 figures, 5 tables, accepted version

Journal ref IEEE Access, Nov. 2019

Brain Invaders Adaptive versus Non-Adaptive P300 Brain-Computer Interface dataset

Erwan Vaineau, Alexandre Barachant, Anton Andreev, Pedro C. Rodrigues, Grégoire Cattan, Marco Congedo

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

Engagement Estimation in Advertisement Videos with EEG

Sangeetha Balasubramanian, Shruti Shriya Gullapuram, Abhinav Shukla

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

The Shift in brain-state induced by tDCS: an EEG study

Milena Cukic, Miodrag Stokic, Slavoljub Radenkovic, Milos Ljubisavljevic, Dragoljub Donald Pokrajac

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

Comments 23 pages, 6 figures

Real-Time Sleep Staging using Deep Learning on a Smartphone for a Wearable EEG

Abhay Koushik, Judith Amores, Pattie Maes

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

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

Harnessing functional segregation across brain rhythms as a means to detect EEG oscillatory multiplexing during music listening

Dimitrios A. Adamos, Nikolaos Laskaris, Sifis Micheloyannis

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

Comments Pre-print version of the paper published in Journal of Neural Engineering (2018)

EEG source imaging assists decoding in a face recognition task

Rasmus S. Andersen, Anders U. Eliasen, Nicolai Pedersen, Michael Riis Andersen, Sofie Therese Hansen, Lars Kai Hansen

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

Brain-Swarm Interface (BSI): Controlling a Swarm of Robots with Brain and Eye Signals from an EEG Headset

Aamodh Suresh, Mac Schwager

专题命中 EEG解码 ：EEG(title,abstract)；brain computer interface(abstract)；分类 cs.RO

A New Statistical Model of Electroencephalogram Noise Spectra for Real-time Brain-Computer Interfaces

Alan Paris, George Atia, Azadeh Vosoughi, Stephen Berman

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

Comments Revised submission to IEEE EMBS Trans. Biomed. Eng. 12 pages, 9 figures

Visual Motion Onset Brain-computer Interface

Jair Pereira Junior, Caio Teixeira, Tomasz M. Rutkowski

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

Comments 10 pages, 5 figures, submitted to a journal MDPI Computers. arXiv admin note: text overlap with arXiv:1506.04458

Identification of interictal epileptic networks from dense-EEG

Mahmoud Hassan, Isabelle Merlet, Ahmad Mheich, Aya Kabbara, Arnaud Biraben, Anca Nica, Fabrice Wendling

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

Comments 30 pages, 5 figures

Detecting single-trial EEG evoked potential using a wavelet domain linear mixed model: application to error potentials classification

J Spinnato, M-C Roubaud, B Burle, B Torrésani

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

Journal ref Journal of Neural Engineering, Institute of Physics: Hybrid Open Access, 2015, 12, pp.036013

Cluster structure of functional networks estimated from high-resolution EEG data

Roberta Sinatra, Fabrizio De Vico Fallani, Laura Astolfi, Fabio Babiloni, Febo Cincotti, Vito Latora, Donatella Mattia

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

Comments 21 pages, 4 figures

Spatial Auditory Brain-computer Interface using Head Related Impulse Response

Chisaki Nakaizumi, Toshie Matsui, Koichi Mori, Shoji Makino, Tomasz M. Rutkowski

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

Comments 2 pages, 1 figure, accepted for 10th AEARU Workshop on Computer Science and Web Technology February 25-27, 2015, University of Tsukuba, Japan

Bayesian Group Nonnegative Matrix Factorization for EEG Analysis

Bonggun Shin, Alice Oh

专题命中 EEG解码 ：EEG(title,abstract)；BCI(abstract)；分类 cs.LG

Defecting or not defecting: how to "read" human behavior during cooperative games by EEG measurements

F. De Vico Fallani, V. Nicosia, R. Sinatra, L. Astolfi, F. Cincotti, D. Mattia, C. Wilke, A. Doud, V. Latora, B. He, F. Babiloni

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

Journal ref PLoS ONE 5(12): e14187 (2010)

Neocortical Dynamics at Multiple Scales: EEG Standing Waves, Statistical Mechanics, and Physical Analogs

Lester Ingber, Paul L. Nunez

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

Fourier Uniformity: An Useful Tool for Analyzing EEG Signals with An Application to Source Localization

Kaushik Majumdar

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

Comments Accepted for oral presententation in the International Joint Conference of Neural Networks 2009, Atlanta, USA. It will not be included in the proceedings for the author's inability to attend the conference

Comparative Analysis of Deep Learning Approaches for Harmful Brain Activity Detection Using EEG

Shivraj Singh Bhatti, Aryan Yadav, Mitali Monga, Neeraj Kumar

机构 * Department of Computer Science and Engineering（计算机科学与工程系） ； Thapar Institute of Engineering and Technology（泰帕尔工程与技术学院） 纠错

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

Comments 6 pages, 5 figures. Presented at IEEE CICT 2024. The paper discusses the application of multimodal data and training strategies in EEG-based brain activity classification

Journal ref 2024 IEEE 8th Int. Conf. on Info. and Comm. Tech. (CICT), pp. 1-6

Subject Adaptive EEG-based Visual Recognition

Pilhyeon Lee, Sunhee Hwang, Seogkyu Jeon, Hyeran Byun

专题命中 EEG解码 ：EEG(title,abstract)；BCI(abstract,comments)

Comments Accepted by ACPR 2021. Code is available at https://github.com/DeepBCI/Deep-BCI

Recurrent Neural Networks for P300-based BCI

Ori Tal, Doron Friedman

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

Journal ref Int'l BCI Conf Graz, Austria, 2017

Modeling and Interpreting Correlations, Null Distributions and Significance Levels in Neural Tracking of Natural Stimuli

自然刺激神经追踪中的相关性、零分布与显著性水平的建模与解释

Simon Geirnaert, Alexander Bertrand, Tom Francart, Jonas Vanthornhout

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

AI总结 本研究针对自然刺激神经追踪的相关性解释问题，提出刺激-响应错位的零假设选择，构建半参数模型生成零归一化追踪分数，通过EEG数据反转原始相关性结论，提供了高效的神经追踪分析方法论。

Rethinking PPG-based Sleep Staging: Datasets, Metrics, and Benchmarks

重新思考基于光体积描记（PPG）的睡眠分期：数据集、指标与基准

Shuntian Zheng, Jiawei Wang, Cong Fu, Huan Yu, Chen Chen, Yu Guan, Sai Gu

专题命中 EEG解码 ：EEG(summary_cn,abstract)；分类 cs.LG、cs.HC

AI总结 该研究针对基于PPG的睡眠分期与EEG方法存在的显著差距，开发隐半马尔可夫模型的标签扩展流程，用秒级监督在MESA数据集上提升四类分期准确率3.7-5.7个百分点，且在CFS上零样本迁移有效。