脑机接口 / BCI - arXivDaily 专题

2311.12592 2023-11-22 cs.HC cs.AI cs.SY eess.SY 85%

Visual tracking brain computer interface

Changxing Huang, Nanlin Shi, Yining Miao, Xiaogang Chen, Yijun Wang, Xiaorong Gao

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

2311.05270 2023-11-10 cs.HC 85%

Evaluation of Data Processing and Machine Learning Techniques in P300-based Authentication using Brain-Computer Interfaces

Eduardo López Bernal, Sergio López Bernal, Gregorio Martínez Pérez, Alberto Huertas Celdrán

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

2308.08654 2023-08-21 eess.SP 85%

Advancing Brain-Computer Interface System Performance in Hand Trajectory Estimation with NeuroKinect

Sidharth Pancholi, Amita Giri

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

2212.06139 2022-12-14 cs.HC 85%

Electroencephalography (EEG), electromyography (EMG) and eye-tracking for astronaut training and space exploration

Leonie Becker, Tommy Nilsson, Aidan Cowley

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

2205.01050 2022-08-30 eess.SP 85%

PreMovNet: Pre-Movement EEG-based Hand Kinematics Estimation for Grasp and Lift task

Anant Jain, Lalan Kumar

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

Journal ref Volume: 6, Issue: 7, July 2022

2207.13239 2022-07-28 cs.DB cs.CY cs.HC 85%

BrainActivity1: A Framework of EEG Data Collection and Machine Learning Analysis for College Students

Zheng Zhou, Guangyao Dou, Xiaodong Qu

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

Comments 6 pages, 6 figures, HCII2022

2206.08494 2022-06-20 cs.AI eess.SP 85%

Factorization Approach for Sparse Spatio-Temporal Brain-Computer Interface

Byeong-Hoo Lee, Jeong-Hyun Cho, Byoung-Hee Kwon, Seong-Whan Lee

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

Comments 8 pages

2012.06782 2022-05-18 eess.SP 85%

Light-Weight 1-D Convolutional Neural Network Architecture for Mental Task Identification and Classification Based on Single-Channel EEG

Manali Saini, Udit Satija, Madhur Deo Upadhayay

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

Comments 11 pages

2204.11503 2022-04-26 eess.SP 85%

Brain-Computer Interfaces: Investigating the Transition from Visually Evoked to Purely Imagined Steady-State Potentials

Arturo Micheli, Davide Consoli, Adrien Merlini, Paolo Ricci, Francesco P. Andriulli

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

2204.10652 2022-04-25 cs.HC cs.DC 85%

Design and Implementation of EEG-Mechatronic System Interface for Computational Intelligence

Cameron Aume, Shantanu Pal, Subhas Mukhopadhyay

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

2201.00620 2022-01-04 q-bio.NC cs.HC cs.LG eess.SP 85%

Overview of the EEG Pilot Subtask at MediaEval 2021: Predicting Media Memorability

Lorin Sweeney, Ana Matran-Fernandez, Sebastian Halder, Alba G. Seco de Herrera, Alan Smeaton, Graham Healy

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

Comments 3 pages

2108.10062 2021-08-24 cs.HC cs.AI 85%

EEG-based Classification of Drivers Attention using Convolutional Neural Network

Fred Atilla, Maryam Alimardani

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

Comments Accepted paper at ICHMS2021

2106.04026 2021-08-17 cs.CV cs.AI eess.IV q-bio.NC 85%

Subject-Independent Brain-Computer Interface for Decoding High-Level Visual Imagery Tasks

Dae-Hyeok Lee, Dong-Kyun Han, Sung-Jin Kim, Ji-Hoon Jeong, Seong-Whan Lee

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

Comments 6 pages, 3 figures

2011.14694 2021-08-10 q-bio.QM cs.LG 85%

Anchored-STFT and GNAA: An extension of STFT in conjunction with an adversarial data augmentation technique for the decoding of neural signals

Omair Ali, Muhammad Saif-ur-Rehman, Susanne Dyck, Tobias Glasmachers, Ioannis Iossifidis, Christian Klaes

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

Comments 29 pages, 6 figures, 4 tables

2102.03796 2021-08-04 cs.HC 85%

Brain-computer interface with rapid serial multimodal presentation using artificial facial images and voice

Akinari Onishi

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

2107.00045 2021-07-02 cs.HC 85%

Performance of OpenBCI EEG Binary Intent Classification with Laryngeal Imagery

Samuel Kuhn, Nathan George

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

Comments https://github.com/nateGeorge/openbci_laryngeal_imagery

1705.03259 2021-04-13 cs.HC 85%

Personalized Brain-Computer Interface Models for Motor Rehabilitation

Anastasia-Atalanti Mastakouri, Sebastian Weichwald, Ozan Özdenizci, Timm Meyer, Bernhard Schölkopf, Moritz Grosse-Wentrup

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

Comments 6 pages, 6 figures, conference submission

Journal ref IEEE International Conference on Systems, Man , and Cybernetics (SCM 2017), 2017

1501.03227 2021-02-11 cs.LG stat.ML 85%

Using Riemannian geometry for SSVEP-based Brain Computer Interface

Emmanuel K. Kalunga, Sylvain Chevallier, Quentin Barthelemy

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

Comments 29 pages, 6 figures, 1 table, research report. Update on the overall text, most of the figure are modified, the algorithm is explained more clearly, updated comparisons with state of the art methods

2101.11435 2021-01-28 cs.HC cs.AI 85%

Online LDA based brain-computer interface system to aid disabled people

Apdullah Yayik, Yakup Kutlu

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

Comments 13 pages, 4 figures, Natural and Engineering Sciences

Journal ref Natural and Engineering Sciences, 2017

1911.13045 2020-06-24 eess.SP 85%

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

1811.06040 2020-06-19 cs.HC 85%

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)

2002.02358 2020-02-07 cs.HC cs.GR 85%

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

2002.00519 2020-02-04 cs.NE eess.SP 85%

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

2001.11954 2020-02-03 eess.SP 85%

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

1912.11371 2019-12-25 eess.SP cs.HC cs.LG q-bio.NC 85%

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

1901.07429 2019-10-14 q-bio.QM eess.SP 85%

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

1905.10254 2019-05-27 cs.HC 85%

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)

1904.04358 2019-04-10 cs.LG cs.CL cs.SD eess.AS stat.ML 85%

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

1904.01002 2019-04-03 cs.LG cs.CR stat.ML 85%

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

1808.05852 2018-08-20 cs.HC 85%

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

1. EEG解码 3877 篇

Visual tracking brain computer interface

Evaluation of Data Processing and Machine Learning Techniques in P300-based Authentication using Brain-Computer Interfaces

Advancing Brain-Computer Interface System Performance in Hand Trajectory Estimation with NeuroKinect

Electroencephalography (EEG), electromyography (EMG) and eye-tracking for astronaut training and space exploration

PreMovNet: Pre-Movement EEG-based Hand Kinematics Estimation for Grasp and Lift task

BrainActivity1: A Framework of EEG Data Collection and Machine Learning Analysis for College Students

Factorization Approach for Sparse Spatio-Temporal Brain-Computer Interface

Light-Weight 1-D Convolutional Neural Network Architecture for Mental Task Identification and Classification Based on Single-Channel EEG

Brain-Computer Interfaces: Investigating the Transition from Visually Evoked to Purely Imagined Steady-State Potentials

Design and Implementation of EEG-Mechatronic System Interface for Computational Intelligence

Overview of the EEG Pilot Subtask at MediaEval 2021: Predicting Media Memorability

EEG-based Classification of Drivers Attention using Convolutional Neural Network

Subject-Independent Brain-Computer Interface for Decoding High-Level Visual Imagery Tasks

Anchored-STFT and GNAA: An extension of STFT in conjunction with an adversarial data augmentation technique for the decoding of neural signals

Brain-computer interface with rapid serial multimodal presentation using artificial facial images and voice

Performance of OpenBCI EEG Binary Intent Classification with Laryngeal Imagery

Personalized Brain-Computer Interface Models for Motor Rehabilitation

Using Riemannian geometry for SSVEP-based Brain Computer Interface

Online LDA based brain-computer interface system to aid disabled people

BETA: A Large Benchmark Database Toward SSVEP-BCI Application

Brain-Computer Interface in Virtual Reality

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

Towards Brain-Computer Interfaces for Drone Swarm Control

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

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

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

Entropy-based Motion Intention Identification for Brain-Computer Interface

Deep Learning the EEG Manifold for Phonological Categorization from Active Thoughts

On the Vulnerability of CNN Classifiers in EEG-Based BCIs

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