脑机接口 / BCI

BETA: A Large Benchmark Database Toward SSVEP-BCI Application

Bingchuan Liu, Xiaoshan Huang, Yijun Wang, Xiaogang Chen, Xiaorong Gao

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

Comments 17 pages, 10 figures

Brain-Computer Interface in Virtual Reality

Reza Abbasi-Asl, Mohammad Keshavarzi, Dorian Yao Chan

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

A comparison of mobile VR display running on an ordinary smartphone with standard PC display for P300-BCI stimulus presentation

Grégoire Cattan, Anton Andreev, Cesar Mendoza, Marco Congedo

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

Comments IEEE Transactions on Games, Institute of Electrical and Electronics Engineers, In press

Towards Brain-Computer Interfaces for Drone Swarm Control

Ji-Hoon Jeong, Dae-Hyeok Lee, Hyung-Ju Ahn, Seong-Whan Lee

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

MindReading: An Ultra-Low-Power Photonic Accelerator for EEG-based Human Intention Recognition

Qian Lou, Wenyang Liu, Weichen Liu, Feng Guo, Lei Jiang

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

Comments 6 pages, 8 figures

Comparison of the P300 detection accuracy related to the BCI speller and image recognition scenarios

S. A. Karimi, A. M. Mijani, M. T. Talebian, S. Mirzakuchaki

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

Comments 8 pages, 3 figures, 2 tables, 24 references

Simulating Brain Signals: Creating Synthetic EEG Data via Neural-Based Generative Models for Improved SSVEP Classification

Nik Khadijah Nik Aznan, Amir Atapour-Abarghouei, Stephen Bonner, Jason Connolly, Noura Al Moubayed, Toby Breckon

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

Comments Accepted as a full paper at International Joint Conference on Neural Network (IJCNN) 2019

Entropy-based Motion Intention Identification for Brain-Computer Interface

Tortora Stefano, Beraldo Gloria, Tonin Luca, Menegatti Emanuele

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

Deep Learning the EEG Manifold for Phonological Categorization from Active Thoughts

Pramit Saha, Muhammad Abdul-Mageed, Sidney Fels

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

Comments Accepted for publication in IEEE ICASSP 2019

On the Vulnerability of CNN Classifiers in EEG-Based BCIs

Xiao Zhang, Dongrui Wu

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

Real-time fMRI-based Brain Computer Interface: A Review

Yang Wang, Dongrui Wu

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

Two-stage frequency recognition method based on correlated component analysis for SSVEP-based BCI

Yangsong Zhang, Erwei Yin, Fali Li, Yu Zhang, Toshihisa Tanaka, Qibin Zhao, Yan Cui, Peng Xu, Dezhong Yao, Daqing Guo

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

Comments 10 pages, 10 figures, submitted to IEEE TNSRE

EEG-assisted Modulation of Sound Sources in the Auditory Scene

Marzieh Haghighi, Mohammad Moghadamfalahi, Murat Akcakaya, Deniz Erdogmus

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

Journal ref Biomedical Signal Processing and Control 39 (2018): 263-270

An Active RBSE Framework to Generate Optimal Stimulus Sequences in a BCI for Spelling

Mohammad Moghadamfalahi, Murat Akcakaya, Hooman Nezamfar, Jamshid Sourati, Deniz Erdogmus

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

Comments 10 pages, 6 figures, Will be submitted to IEEE transactions on Signal Processing

Ensemble Classifier for Eye State Classification using EEG Signals

Ali Al-Taei

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

Comments 7 pages

Scientific Outreach with Teegi, a Tangible EEG Interface to Talk about Neurotechnologies

Jérémy Frey, Renaud Gervais, Thibault Lainé, Maxime Duluc, Hugo Germain, Stéphanie Fleck, Fabien Lotte, Martin Hachet

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

Journal ref CHI '17 Interactivity - SIGCHI Conference on Human Factors in Computing System, May 2017, Denver, United States

Cloud-based Deep Learning of Big EEG Data for Epileptic Seizure Prediction

Mohammad-Parsa Hosseini, Hamid Soltanian-Zadeh, Kost Elisevich, Dario Pompili

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

Comments IEEE Global Conference on Signal and Information Processing (GlobalSIP), Greater Washington, DC, Dec 7-9, 2016

Bayesian Nonparametric Models for Synchronous Brain-Computer Interfaces

Jaime Fernando Delgado Saa, Mujdat Cetin

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

Comparison of an open-hardware electroencephalography amplifier with medical grade device in brain-computer interface applications

Jérémy Frey

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

Comments PhyCS - International Conference on Physiological Computing Systems, Jul 2016, Lisbon, Portugal. SCITEPRESS, 2016

Exploring EEG for Object Detection and Retrieval

Eva Mohedano, Amaia Salvador, Sergi Porta, Xavier Giró-i-Nieto, Graham Healy, Kevin McGuinness, Noel O'Connor, Alan F. Smeaton

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

Comments This preprint is the full version of a short paper accepted in the ACM International Conference on Multimedia Retrieval (ICMR) 2015 (Shanghai, China)

Self-paced brain-computer interface control of ambulation in a virtual reality environment

Po T. Wang, Christine E. King, Luis A. Chui, An H. Do, Zoran Nenadic

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

Comments 20 pages, 7 figures, link to video supplementary material (http://youtu.be/GXmovT3BxEo)

Subject-Independent Brain-Computer Interfaces with Open-Set Subject Recognition

Dong-Kyun Han, Dong-Young Kim, Geun-Deok Jang

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

Comments Submitted to 2023 11th IEEE International Winter Conference on Brain-Computer Interface

Recognition of Tactile-related EEG Signals Generated by Self-touch

Myoung-Ki Kim, Jeong-Hyun Cho, Hye-Bin Shin

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

Comments Submitted to 2022 10th IEEE International Winter Conference on Brain-Computer Interface

Deep Transfer Learning for Error Decoding from Non-Invasive EEG

Martin Völker, Robin T. Schirrmeister, Lukas D. J. Fiederer, Wolfram Burgard, Tonio Ball

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

Comments 6 pages, 9 figures, The 6th International Winter Conference on Brain-Computer Interface 2018

KAST-BAR: Knowledge-Anchored Semantically-Dynamic Topology Brain Autoregressive Modeling for Universal Neural Interpretation

KAST-BAR：基于知识的语义动态拓扑脑自回归建模用于通用神经解释

Haoning Wang, Wenchao Yang, Shuai Shen, Yang Li

机构 * School of Automation Science and Electrical Engineering, Beihang University, Beijing, China.（自动化科学与电气工程学院，北航，北京，中国） ； School of Biological Science and Medical Engineering, Beihang University, Beijing, China.（生物科学与医学工程学院，北航，北京，中国） ； State Key Laboratory of Virtual Reality Technology and Systems, Beihang University, Beijing, China.（虚拟现实技术与系统国家重点实验室，北航，北京，中国） ； T Magnetic Resonance Imaging Translational Medical Center, Department of Radiology, Southwest Hospital, Army Medical University (Third Military Medical University), Chongqing, China.（7T磁共振成像转化医学中心，放射科，西南医院，军医大学（第三军医大学），重庆，中国） 纠错

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

AI总结 KAST-BAR通过动态对齐多层级脑拓扑的生理表示与专家级语义空间，解决EEG基础模型在复杂时空拓扑建模和模态差距问题，实现跨任务的神经解释。

Neuroprobe: Evaluating Intracranial Brain Responses to Naturalistic Stimuli

Neuroprobe：评估自然刺激下的颅内脑响应

Andrii Zahorodnii, Christopher Wang, Geeling Chau, Bennett Stankovits, Charikleia Moraitaki, Eli Gross, Alexander Brady, Andrei Barbu, Boris Katz, Ila R Fiete

机构 * MIT CSAIL, CBMM（MIT CSAIL，CBMM） ； MIT McGovern Institute（MIT McGovern研究所） ； Caltech（加州理工学院） ； Columbia University（哥伦比亚大学） ； ETH Zurich（苏黎世联邦理工学院） 纠错

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

AI总结 Neuroprobe通过高分辨率颅内EEG数据研究多模态语言处理，提供评估框架比较不同模型架构，揭示语言处理在大脑中的时间与空间动态。

Comments 38 pages, 7 main figures, 16 supplementary figures, 13 tables

NAKUL-Med: Spectral-Graph State Space Models with Dynamics Kernels for Medical Signals

NAKUL-Med: 带动态核的谱-图状态空间模型用于医学信号

Badri N. Patro, Vijay S. Agneeswaran

机构 * Microsoft（微软） 纠错

专题命中 EEG解码 ：BCI(abstract,abstract_cn)；EEG(abstract,abstract_cn)；motor imagery(abstract)；分类 eess.SP、cs.LG

AI总结 NAKUL-Med通过动态核生成、谱上下文建模和图引导的空间注意力，提升多通道生理信号分析的性能，实现高准确率和高效推理。

Comments Accepted CVPR Finding Track

Synthesizing EEG Signals from Event-Related Potential Paradigms with Conditional Diffusion Models

Guido Klein, Pierre Guetschel, Gianluigi Silvestri, Michael Tangermann

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

Comments submitted to 9th Graz BCI conference, 6 pages, 3 figures, first figure is split into two subfigures, 1 table

Journal ref 9th Graz Brain-Computer Interface Conference (2024) 438-443

Source-free Subject Adaptation for EEG-based Visual Recognition

Pilhyeon Lee, Seogkyu Jeon, Sunhee Hwang, Minjung Shin, Hyeran Byun

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

Comments Accepted by the 11th IEEE International Winter Conference on Brain-Computer Interface (BCI 2023). Code is available at https://github.com/DeepBCI/Deep-BCI

Classification of Visual Perception and Imagery based EEG Signals Using Convolutional Neural Networks

Ji-Seon Bang, Ji-Hoon Jeong, Dong-Ok Won

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

Comments Submitted to IEEE 9th International Winter Conference on Brain-Computer Interface (BCI 2021)