脑机接口 / BCI

Artifact reduction in multichannel pervasive EEG using hybrid WPT-ICA and WPT-EMD signal decomposition techniques

Valentina Bono, Wasifa Jamal, Saptarshi Das, Koushik Maharatna

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

Comments 5 pages, 6 figures

Journal ref Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on, pp. 5864 - 5868, May 2014

Prediction of Synchrostate Transitions in EEG Signals Using Markov Chain Models

Wasifa Jamal, Saptarshi Das, Ioana-Anastasia Oprescu, Koushik Maharatna

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

Comments 5 pages, 5 figures

Journal ref Signal Processing Letters, IEEE, Volume 22, Issue 2, Pages 149 - 152, Feb. 2015

Classification of EEG recordings in auditory brain activity via a logistic functional linear regression model

Irène Gannaz

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

Journal ref International Workshop on Functional and Operatorial Statistics, Italy (2014)

Assessing the Zone of Comfort in Stereoscopic Displays using EEG

Jérémy Frey, Léonard Pommereau, Fabien Lotte, Martin Hachet

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

Journal ref ACM SIGCHI Conference on Human Factors in Computing Systems (2014)

Self-regulation of human brain activity using simultaneous real-time fMRI and EEG neurofeedback

Vadim Zotev, Raquel Phillips, Han Yuan, Masaya Misaki, Jerzy Bodurka

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

Comments 13 pages, 5 figures, to appear in NeuroImage

Journal ref NeuroImage 85 (2014) 985-995

Characterization of high frequency oscillations and EEG frequency spectra using the damped-oscillator oscillator detector (DOOD)

David Hsu, Murielle Hsu, Heidi L. Grabenstatter, Gregory A. Worrell, Thomas P. Sutula

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

Comments 25 pages, 10 figures

Energy Distribution of EEG Signals: EEG Signal Wavelet-Neural Network Classifier

Ibrahim Omerhodzic, Samir Avdakovic, Amir Nuhanovic, Kemal Dizdarevic

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

Journal ref World Academy of Science, Engineering and Technology, 61, 1190-1195, 2010

The joint use of the tangential electric field and surface Laplacian in EEG classification

C. G. Carvalhaes, J. Acacio de Barros, M. Perreau-Guimarães, P. Suppes

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

Comments 19 pages, 1 figure

Spatial Auditory BCI Paradigm Utilizing N200 and P300 Responses

Zhenyu Cai, Shoji Makino, Takeshi Yamada, Tomasz M. Rutkowski

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

Comments APSIPA ASC 2012

Augmenting Customer Journey Maps with quantitative empirical data: a case on EEG and eye tracking

Rui Alves, Veranika Lim, Evangelos Niforatos, Monchu Chen, Evangelos Karapanos, Nuno Jardim Nunes

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

Comments 2 pages, 3 figures. Published in DIS2012, in Newcastle, UK

Recognition of Words from the EEG Laplacian

J. Acacio de Barros, C. G. Carvalhaes, J. P. R. F. de Mendonça, P. Suppes

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

Journal ref Revista Brasileira de Engenharia Biomédica 21, 45-59 (2006)

Source Separation and Higher-Order Causal Analysis of MEG and EEG

Kun Zhang, Aapo Hyvarinen

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

Comments Appears in Proceedings of the Twenty-Sixth Conference on Uncertainty in Artificial Intelligence (UAI2010)

Recording and Reproduction of Pattern Memory Trace in EEG by Direct Electrical Stimulation of Brain Cortex

A. G. Shapkin, M. V. Taborov, Yu. G. Shapkin

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

Comments Article: 9 pages, 3 figures

Journal ref Bulletin of ESCC SB RAMS, 2011, No.4(80), part 1, p. 289-294 (in Russian)

Impact of EEG biofeedback on event-related potentials (ERPs) in attention-deficit hyperactivity (ADHD) children

Sophio Bakhtadze, Marine Janelidze, Nana Khachapuridze

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

Comments 31 pages, 4 tables, 10 figures

Nonlinear aspects of the EEG during sleep in children

Matthew J. Berryman, Scott W. Coussens, Yvonne Pamula, Declan Kennedy, Kurt Lushington, Cosma Shalizi, Andrew Allison, A. James Martin, David Saint, Derek Abbott

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

Comments 9 pages, 2 figures, 4 tables

Journal ref Proc. SPIE: Fluctuations and Noise in Biological, Biophysical, and Biomedical Systems, Austin, Texas, USA, May 24-26, 2005, vol. 5841, pp. 40-48

Zwanzig-Mori projection operators and EEG dynamics: deriving a simple equation of motion

David Hsu, Murielle Hsu

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

Comments Revised, e-published Jul 13, 2009

Journal ref PMC Biophysics 2009; 2:6

Mental States as Macrostates Emerging from EEG Dynamics

Carsten Allefeld, Harald Atmanspacher, Jiri Wackermann

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

Comments corrected typos, added journal reference

Journal ref published as: Mental states as macrostates emerging from brain electrical dynamics. Chaos, 19(1):015102, 2009

Filter Out High Frequency Noise in EEG Data Using The Method of Maximum Entropy

Chih-Yuan Tseng, HC Lee

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

Comments 8 pages and 1 figure. Presened at the 27rd International workshop on Bayesian Inference and Maximum Entropy Methods in science and ngineering, July 8-13, 2007, Saratoga Springs, NY, USA

Journal ref Bayesian Inference and Maximum entropy methods in Science and Engineering, ed. by K. Knuth, A. Caticha, J. L. Center, A. Giffin, and C. C. Rodriguez, AIP Conf. Proc 954, 386 (2007)

Some Theoretical Investigations in EEG Studies

I. Mitra

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

Comments 12 pages

Activity-dependent brain model explaining EEG spectra

Lucilla de Arcangelis, Hans J. Herrmann, Carla Perrone-Capano

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

Decoding Fatigue Levels of Pilots Using EEG Signals with Hybrid Deep Neural Networks

Dae-Hyeok Lee, Sung-Jin Kim, Si-Hyun Kim

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

Comments 4 pages, 3 figures, 1 table, Name of Conference: International Winter Conference on Brain-Computer Interface

HappyQuokka System for ICASSP 2023 Auditory EEG Challenge

Zhenyu Piao, Miseul Kim, Hyungchan Yoon, Hong-Goo Kang

专题命中 EEG解码 ：EEG(title,abstract)

Comments First Place in Task 2 of Auditory EEG decoding Challenge, which is part of ICASSP Signal Processing Grand Challenge (SPGC) 2023

Difficulties applying recent blind source separation techniques to EEG and MEG

Kevin H. Knuth

专题命中 EEG解码 ：EEG(title,abstract)

Comments 14 pages, 5 figures; Knuth K. H. 1998. Difficulties applying recent blind source separation techniques to EEG and MEG. In: G.J. Erickson, J.T. Rychert and C.R. Smith (eds.), Maximum Entropy and Bayesian Methods, Boise 1997, Kluwer, Dordrecht, pp. 209-222

ERP-XTTN: Interpretable Prototype-Guided Cross-Attention for Cross-Subject ERP Classification

ERP-XTTN: 可解释的原型引导跨注意力用于跨被试ERP分类

Charlotte Genevier Wyman, Leanne Hirshfield

机构 * University of Colorado Boulder（科罗拉多大学波得尔分校） 纠错

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

AI总结 提出ERP-XTTN，一种基于原型引导跨注意力的架构，在无需校准的跨被试条件下实现可解释的ERP分类，并揭示分类错误的神经生理学原因。

Advancing Brainwave Modeling with a Codebook-Based Foundation Model

Konstantinos Barmpas, Na Lee, Yannis Panagakis, Dimitrios A. Adamos, Nikolaos Laskaris, Stefanos Zafeiriou

机构 * Imperial College London（帝国理工学院伦敦分校） ； Cogitat ； National and Kapodistrian University of Athens（国家与资本主义大学雅典分校） ； Archimedes Research Unit（阿奇米德研究单位） ； Aristotle University of Thessaloniki（亚里士多德大学塞萨洛尼基分校） 纠错

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

Neuro-Informed Joint Learning Enhances Cognitive Workload Decoding in Portable BCIs

Xiaoxiao Yang, Chao Feng, Jiancheng Chen

机构 * Peiyang Brain-Computer Interface & Smart Health Inst.（坪洋脑机接口与智能健康研究所） 纠错

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

Comments 2 pages short paper

QSVM-QNN: Quantum Support Vector Machine Based Quantum Neural Network Learning Algorithm for Brain-Computer Interfacing Systems

Bikash K. Behera, Saif Al-Kuwari, Ahmed Farouk

机构 * Bikash’s Quantum (OPC) Pvt. Ltd.（Bikash的量子（OPC）私人有限公司） ； Qatar Center for Quantum Computing（卡塔尔量子计算中心） ； College of Science and Engineering, Hamad Bin Khalifa University（哈马德·本·卡西姆大学科学与工程学院） ； Department of Computer Science, Faculty of Computers and Artificial Intelligence, Hurghada University（胡尔加达大学计算机科学系，计算机与人工智能学院） 纠错

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

Comments 12 pages, 7 Figures, 7 Tables

PHemoNet: A Multimodal Network for Physiological Signals

Eleonora Lopez, Aurelio Uncini, Danilo Comminiello

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

Comments The paper has been accepted at RTSI 2024

ART: Artifact Removal Transformer for Reconstructing Noise-Free Multichannel Electroencephalographic Signals

Chun-Hsiang Chuang, Kong-Yi Chang, Chih-Sheng Huang, Anne-Mei Bessas

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

High Performance P300 Spellers Using GPT2 Word Prediction With Cross-Subject Training

Nithin Parthasarathy, James Soetedjo, Saarang Panchavati, Nitya Parthasarathy, Corey Arnold, Nader Pouratian, William Speier

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