脑机接口 / BCI - arXivDaily 专题

2409.18375 2024-09-30 cs.NE q-bio.NC 85%

AM-MTEEG: Multi-task EEG classification based on impulsive associative memory

Junyan Li, Bin Hu, Zhi-Hong Guan

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

2409.16312 2024-09-26 q-bio.QM cs.AI eess.SP 85%

SEE: Semantically Aligned EEG-to-Text Translation

Yitian Tao, Yan Liang, Luoyu Wang, Yongqing Li, Qing Yang, Han Zhang

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

Comments 4 pages

2409.03976 2024-09-09 cs.HC 85%

DECAN: A Denoising Encoder via Contrastive Alignment Network for Dry Electrode EEG Emotion Recognition

Meihong Zhang, Shaokai Zhao, Shuai Wang, Zhiguo Luo, Liang Xie, Tiejun Liu, Dezhong Yao, Ye Yan, Erwei Yin

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

2409.00962 2024-09-04 cs.HC 85%

Mental-Gen: A Brain-Computer Interface-Based Interactive Method for Interior Space Generative Design

Yijiang Liu, Hui Wang

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

Comments 18 pages, 8 figures

2408.12121 2024-08-23 cs.HC cs.AI 85%

Emotion-Agent: Unsupervised Deep Reinforcement Learning with Distribution-Prototype Reward for Continuous Emotional EEG Analysis

Zhihao Zhou, Qile Liu, Jiyuan Wang, Zhen Liang

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

Comments 11 pages, 4 figures, 4 tables, submitted to AAAI 2025

2209.01932 2024-06-19 eess.SP 85%

Subject-independent trajectory prediction using pre-movement EEG during 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

2405.02422 2024-05-08 eess.SP 85%

Precision Enhancement in Sustained Visual Attention Training Platforms: Offline EEG Signal Analysis for Classifier Fine-Tuning

Maryam Norouzi, Mohammad Zaeri Amirani, Yalda Shahriari, Reza Abiri

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

Comments 5 pages, 3 figures, 18 references, EMBC conference

2403.15432 2024-03-26 eess.SP cs.AI cs.HC cs.LG cs.RO 85%

BRIEDGE: EEG-Adaptive Edge AI for Multi-Brain to Multi-Robot Interaction

Jinhui Ouyang, Mingzhu Wu, Xinglin Li, Hanhui Deng, Di Wu

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

2401.15681 2024-01-30 cs.HC 85%

From Word Embedding to Reading Embedding Using Large Language Model, EEG and Eye-tracking

Yuhong Zhang, Shilai Yang, Gert Cauwenberghs, Tzyy-Ping Jung

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

2008.08633 2023-11-28 cs.CV cs.LG 85%

Spatio-Temporal EEG Representation Learning on Riemannian Manifold and Euclidean Space

Guangyi Zhang, Ali Etemad

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

Comments Accepted in IEEE Transactions on Emerging Topics in Computational Intelligence. 15 pages, 6 figures

2303.03632 2023-11-27 cs.HC 85%

MindSculpt: Using a Brain-Computer Interface to Enable Designers to Create Diverse Geometries by Thinking

Qi Yang, Jesus G. Cruz-Garza, Saleh Kalantari

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

Journal ref Proceedings of the 41st Annual Conference of the Association for Computer Aided Design in Architecture (ACADIA 2021)

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

1. EEG解码 3896 篇

AM-MTEEG: Multi-task EEG classification based on impulsive associative memory

SEE: Semantically Aligned EEG-to-Text Translation

DECAN: A Denoising Encoder via Contrastive Alignment Network for Dry Electrode EEG Emotion Recognition

Mental-Gen: A Brain-Computer Interface-Based Interactive Method for Interior Space Generative Design

Emotion-Agent: Unsupervised Deep Reinforcement Learning with Distribution-Prototype Reward for Continuous Emotional EEG Analysis

Subject-independent trajectory prediction using pre-movement EEG during grasp and lift task

Precision Enhancement in Sustained Visual Attention Training Platforms: Offline EEG Signal Analysis for Classifier Fine-Tuning

BRIEDGE: EEG-Adaptive Edge AI for Multi-Brain to Multi-Robot Interaction

From Word Embedding to Reading Embedding Using Large Language Model, EEG and Eye-tracking

Spatio-Temporal EEG Representation Learning on Riemannian Manifold and Euclidean Space

MindSculpt: Using a Brain-Computer Interface to Enable Designers to Create Diverse Geometries by Thinking

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