脑机接口 / BCI

ChronoNet: A Deep Recurrent Neural Network for Abnormal EEG Identification

Subhrajit Roy, Isabell Kiral-Kornek, Stefan Harrer

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

Comments 8 pages, 2 figures, 2 tables

Classification of auditory stimuli from EEG signals with a regulated recurrent neural network reservoir

Marc-Antoine Moinnereau, Thomas Brienne, Simon Brodeur, Jean Rouat, Kevin Whittingstall, Eric Plourde

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

Brain EEG Time Series Selection: A Novel Graph-Based Approach for Classification

Chenglong Dai, Jia Wu, Dechang Pi, Lin Cui

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

Comments 9 pages, 5 figures, Accepted by SDM-2018

Anticipating epileptic seizures through the analysis of EEG synchronization as a data classification problem

Paolo Detti, Garazi Zabalo Manrique de Lara, Renato Bruni, Marco Pranzo, Francesco Sarnari

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

Improvement of Resting-state EEG Analysis Process with Spectrum Weight-Voting based on LES

Yumeng Ye, Haichun Liu, TianHong Zhang, Changchun Pan, Genke Yang, JiJun Wang, Robert C. Qiu

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

Comments 9 pages, 6 figures

Towards Deep Modeling of Music Semantics using EEG Regularizers

Francisco Raposo, David Martins de Matos, Ricardo Ribeiro, Suhua Tang, Yi Yu

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

Comments 5 pages, 2 figures

Riemannian tangent space mapping and elastic net regularization for cost-effective EEG markers of brain atrophy in Alzheimer's disease

Wolfgang Fruehwirt, Matthias Gerstgrasser, Pengfei Zhang, Leonard Weydemann, Markus Waser, Reinhold Schmidt, Thomas Benke, Peter Dal-Bianco, Gerhard Ransmayr, Dieter Grossegger, Heinrich Garn, Gareth W. Peters, Stephen Roberts, Georg Dorffner

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

Comments Presented at NIPS 2017 Workshop on Machine Learning for Health

Musical NeuroPicks: a consumer-grade BCI for on-demand music streaming services

Fotis Kalaganis, Dimitrios A. Adamos, Nikos Laskaris

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

Journal ref Neurocomputing 2017

Multi-feature classifiers for burst detection in single EEG channels from preterm infants

X. Navarro, F. Porée, M. Kuchenbuch, M. Chavez, A. Beuchée, G. Carrault

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

Comments 11 pages, 5 figures. Table 1 in the last page

EEG in the classroom: Synchronised neural recordings during video presentation

Andreas Trier Poulsen, Simon Kamronn, Jacek Dmochowski, Lucas C. Parra, Lars Kai Hansen

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

Comments 14 pages, 5 figures, 3 tables. Preprint version. Revision of original preprint. Supplementary materials added as ancillary file

Inter-stimulus Interval Study for the Tactile Point-pressure Brain-computer Interface

Kensuke Shimizu, Shoji Makino, Tomasz M. Rutkowski

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

Comments 4 pages, 5 figures, accepted for EMBC 2015, IEEE copyright

Sparse Bayesian Learning for EEG Source Localization

Sajib Saha, Frank de Hoog, Ya. I. Nesterets, Rajib Rana, M. Tahtali, T. E. Gureyev

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

Comments arXiv admin note: substantial text overlap with arXiv:1406.2434

A Plug&Play P300 BCI Using Information Geometry

Alexandre Barachant, Marco Congedo

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

Multivariate Temporal Dictionary Learning for EEG

Quentin Barthélemy, Cédric Gouy-Pailler, Yoann Isaac, Antoine Souloumiac, Anthony Larue, Jérôme I. Mars

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

Journal ref Published in Journal of Neuroscience Methods, vol. 215, pp. 19-28, 2013

Testing the limits of past-adapted explanations by post-endpoint randomisation: anticipatory EEG as a worked case

通过端点后随机化测试适配过去的解释的极限：以预期脑电图为例

George Sopasakis, Alexandros Sopasakis

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

AI总结 本研究提出Level II-A框架，以合成脑电图数据为案例，通过端点后随机化测试适配过去的解释的极限，将“过去解释”转化为可检验的量级限定主张。

Comments Perspective article. 90 pages, 6 figures, 15 tables; includes Supplementary Information. No human EEG data are analysed. Synthetic benchmark and reproducible software are available at https://github.com/geosop/LEVEL-IIA and https://doi.org/10.5281/zenodo.21887583

PSO Fuzzy XGBoost Classifier Boosted with Neural Gas Features on EEG Signals in Emotion Recognition

Seyed Muhammad Hossein Mousavi

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

Comments PSO, Fuzzy, XGBoost, Neural Gas Network (NGN), Feature Selection, EEG Signals, Emotion Recognition

Real-Time Seizure Detection using EEG: A Comprehensive Comparison of Recent Approaches under a Realistic Setting

Kwanhyung Lee, Hyewon Jeong, Seyun Kim, Donghwa Yang, Hoon-Chul Kang, Edward Choi

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

Comments Real-Time Seizure Detection with EEG

EEG-Transformer: Self-attention from Transformer Architecture for Decoding EEG of Imagined Speech

Young-Eun Lee, Seo-Hyun Lee

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

Comments submitted to IEEE BCI Winter Conference

Classification of Tactile Perception and Attention on Natural Textures from EEG Signals

Myoung-Ki Kim, Jeong-Hyun Cho, Ji-Hoon Jeong

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

Comments Submitted IEEE The 9th International Winter Conference on Brain-Computer Interface

Automatic Micro-sleep Detection under Car-driving Simulation Environment using Night-sleep EEG

Young-Seok Kweon, Gi-Hwan Shin, Heon-Gyu Kwak, Minji Lee

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

Comments Submitted IEEE The 9th International Winter Conference on Brain-Computer Interface

Perceptual Experience Analysis for Tone-mapped HDR Videos based on EEG and Peripheral Physiological Signals

Seong-Eun Moon, Jong-Seok Lee

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

Comments Published in IEEE Transactions on Autonomous Mental Development

Journal ref S.-E. Moon and J.-S. Lee, "Perceptual Experience Analysis for Tone-mapped HDR Videos Based on EEG and Peripheral Physiological Signals," in IEEE Transactions on Autonomous Mental Development, vol. 7, no. 3, pp. 236-247, Sept. 2015

Active Inference for Adaptive BCI: application to the P300 Speller

Jelena Mladenović, Jérémy Frey, Emmanuel Maby, Mateus Joffily, Fabien Lotte, Jeremie Mattout

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

Journal ref International BCI meeting, May 2018, Asilomar, United States. 2018, http://bcisociety.org/

Improved EEG Event Classification Using Differential Energy

Amir Harati, Meysam Golmohammadi, Silvia Lopez, Iyad Obeid, Joseph Picone

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

Comments Published in IEEE Signal Processing in Medicine and Biology Symposium. Philadelphia, Pennsylvania, USA

Journal ref A. Harati, M. Golmohammadi, S. Lopez, I. Obeid and J. Picone, "Improved EEG event classification using differential energy," 2015 IEEE Signal Processing in Medicine and Biology Symposium (SPMB), Philadelphia, PA, 2015, pp. 1-4

Detection of epileptic seizure in EEG signals using linear least squares preprocessing

Z. Roshan Zamir

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

Comments Biological signal classification, Signal approximation, Feature extraction, Data analysis, Linear least squares problems, EEG Seizure detection

Human brain distinctiveness based on EEG spectral coherence connectivity

Daria La Rocca, Patrizio Campisi, Balazs Vegso, Peter Cserti, Gyorgy Kozmann, Fabio Babiloni, Fabrizio De Vico Fallani

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

Comments Key words: EEG, Resting state, Biometrics, Spectral coherence, Match score fusion

MUPA$^{2}$E: Multimodal Unified Perception with Asymmetric Attention for Emotion Assessment

MUPA²E：用于情绪评估的非对称注意力多模态统一感知框架

Stefanos Gkikas, Eric Nichols, Christian Arzate Cruz, Randy Gomez

机构 * Honda Research Institute Japan（日本本田研究所） 纠错

专题命中 EEG解码 ：EEG(summary_cn,abstract)

AI总结 本文提出MUPA²E多模态统一感知框架，用共享非对称注意力骨干处理面部视频与EEG，在DMER数据集上对比多配置，发现时长线索影响分类，控制时长后准确率下降，证明统一架构处理异质信号的可行性。

Bayesian Feature Extraction using Gaussian and Diffused-gamma Priors for High Dimensional Spatio-Temporal Data

使用高斯和扩散伽马先验对高维时空数据进行贝叶斯特征提取

Garrett Frady, Dipak K. Dey, Shariq Mohammed

专题命中 EEG解码 ：EEG(summary_cn,abstract)

AI总结 针对含稀疏结构及时空依赖性的高维数据，开发贝叶斯特征提取框架，采用高斯和扩散伽马先验诱导结构化稀疏，经MCMC计算后验，引入两阶段提取过程，以EEG案例研究验证，提升了稀疏特征恢复及可解释性，广泛适用于相关高维结构化问题。

Neural Dynamics of AI-attributed Irony Reveal a Partial Intentional Stance

人工智能归因反讽的神经动力学揭示部分意向立场

Xiaohui Rao, Hanlin Wu, Zhenguang G. Cai

专题命中 EEG解码 ：EEG(summary_cn,abstract)

AI总结 研究探讨人们理解人工智能归因反讽时是否采取意向立场，通过EEG比较对AI与人类反讽话语的反应，发现人们对AI反讽未完全采取意向立场，神经反应受个体对AI认知调节，揭示AI社交障碍及相关重要意义。

A funny companion: Distinct neural responses to AI- versus human-attributed humor

一个有趣的伙伴：对人工智能与人类归因幽默的不同神经反应

Xiaohui Rao, Hanlin Wu, Zhenguang G. Cai

专题命中 EEG解码 ：EEG(summary_cn,abstract)

AI总结 研究人们对AI与人类归因幽默的神经反应，用EEG对比处理双关语及对照的方式，发现AI归因幽默使N400效应减弱、LPP增强，个体差异影响神经反应，凸显大脑对新幽默源的适应及幽默在人机互动中的作用。

What Does the Brain See? Multiview Neural Representations to Demystify the Brain-Visual Alignment

大脑看到了什么？多视角神经表征揭示大脑-视觉对齐

Salini Yadav, Taveena Lotey, Pravendra Singh, Partha Pratim Roy

机构 * Department of CSE IIT Roorkee（印度理工学院鲁尔基分校计算机科学与工程系） ； Department of CSE IIT (ISM) Dhanbad（印度理工学院(印度矿业学院)丹巴德分校计算机科学与工程系） 纠错

专题命中 EEG解码 ：EEG(summary_cn,abstract)

AI总结 提出多视角EEG表示学习框架，联合建模时域、频域和空间结构，通过对比学习对齐视觉语义，在THINGS-EEG基准上实现SOTA零样本分类。