脑机接口 / BCI - arXivDaily 专题

2403.06532 2024-03-12 eess.IV cs.CV q-bio.NC 83%

Reconstructing Visual Stimulus Images from EEG Signals Based on Deep Visual Representation Model

Hongguang Pan, Zhuoyi Li, Yunpeng Fu, Xuebin Qin, Jianchen Hu

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

2401.08321 2024-01-30 q-bio.NC cond-mat.dis-nn nlin.AO q-bio.QM 83%

Multifractal organization of EEG signals in Multiple Sclerosis

Marcin Wątorek, Wojciech Tomczyk, Magda Gawłowska, Natalia Golonka-Afek, Aleksandra Żyrkowska, Monika Marona, Marcin Wnuk, Agnieszka Słowik, Jeremi K. Ochab, Magdalena Fafrowicz, Tadeusz Marek, Paweł Oświęcimka

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

Comments 39 pages, including supplementary materials (11 figures, 4 tables)

Journal ref Biomedical Signal Processing and Control 91, 105916 (2024)

2309.14030 2024-01-04 cs.HC 83%

DeWave: Discrete EEG Waves Encoding for Brain Dynamics to Text Translation

Yiqun Duan, Jinzhao Zhou, Zhen Wang, Yu-Kai Wang, Chin-Teng Lin

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

2211.05931 2023-12-11 cs.HC 83%

EEG-based performance-driven adaptive automated hazard alerting system in security surveillance support

Xiaoshan Zhou, Pin-Chao Liao

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

2309.02079 2023-09-06 cs.HC 83%

Investigating the Impact of a Dual Musical Brain-Computer Interface on Interpersonal Synchrony: A Pilot Study

Anita Vrins, Ethel Pruss, Caterina Ceccato, Jos Prinsen, Maryam Alimardani

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

Comments 6 pages, 4 figures

2308.06401 2023-08-15 cs.HC cs.AI 83%

A Brain-Computer Interface Augmented Reality Framework with Auto-Adaptive SSVEP Recognition

Yasmine Mustafa, Mohamed Elmahallawy, Tie Luo, Seif Eldawlatly

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

2308.03555 2023-08-08 cs.HC 83%

NeuroAiR: Deep Learning Framework for Airwriting Recognition from Scalp-recorded Neural Signals

Ayush Tripathi, Aryan Gupta, A. P. Prathosh, Suriya Prakash Muthukrishnan, Lalan Kumar

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

2306.15262 2023-06-28 eess.SP stat.AP 83%

Sparse wavelet-based solutions for the M/EEG inverse problem

Samy Mokhtari, Jean-Michel Badier, Christian G. Bénar, Bruno Torrésani

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

Journal ref Sampling Theory and Applications (SampTA) 2023, Smita Krishnaswamy, Bastian Rieck, Ian Adelstein and Guy Wolf, Jul 2023, New Haven (Yale University), United States

2205.04357 2023-05-03 cs.HC 83%

Unified Framework for Identity and Imagined Action Recognition from EEG patterns

Marco Buzzelli, Simone Bianco, Paolo Napoletano

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

2302.12710 2023-02-27 eess.SP cs.HC cs.LG q-bio.NC 83%

Electrode Clustering and Bandpass Analysis of EEG Data for Gaze Estimation

Ard Kastrati, Martyna Beata Plomecka, Joël Küchler, Nicolas Langer, Roger Wattenhofer

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

Comments Gaze Meets Machine Learning Workshop (GMML@NeurIPS), New Orleans, Louisiana, USA, December 2022

2301.11110 2023-01-27 q-bio.NC cs.AI 83%

Device JNEEG to convert Jetson Nano to brain-Computer interfaces. Short report

Ildar Rakhmatulin

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

2212.12134 2022-12-26 eess.SP 83%

AMDET: Attention based Multiple Dimensions EEG Transformer for Emotion Recognition

Yongling Xu, Yang Du, Jing Zou, Tianying Zhou, Lushan Xiao, Li Liu, Pengcheng

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

2212.07088 2022-12-15 cs.HC 83%

Unsupervised Time-Aware Sampling Network with Deep Reinforcement Learning for EEG-Based Emotion Recognition

Yongtao Zhang, Yue Pan, Yulin Zhang, Linling Li, Li Zhang, Gan Huang, Zhen Liang, Zhiguo Zhang

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

2212.00712 2022-12-02 eess.SP 83%

Nonlinear and Machine Learning Analyses on High-Density EEG data of Math Experts and Novices

Hanna Poikonen, Tomasz Zaluska, Xiaying Wang, Michele Magno, Manu Kapur

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

2210.08409 2022-10-18 eess.SP 83%

A Framework to Evaluate Independent Component Analysis applied to EEG signal: testing on the Picard algorithm

Gwenevere Frank, Scott Makeig, Arnaud Delorme

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

2208.04324 2022-08-16 cs.LG 83%

Partial Least Square Regression via Three-factor SVD-type Manifold Optimization for EEG Decoding

Wanguang Yin, Zhichao Liang, Jianguo Zhang, Quanying Liu

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

2004.06766 2022-07-26 q-bio.NC 83%

New Approach for Designing cVEP BCI Stimuli Based on Superposition of Edge Responses

M. N. Yasinzai, Y. Z. Ider

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

Comments This paper has two parts: the main text and the supporting material. Main text is 16 pages, has 11 figures, and has 1 table. Supporting material is 11 pages, has one figure, and has 24 tables. This paper is submitted to IOP BPEX journal

Journal ref Biomed. Phys. Eng. Express 6 (2020) 045018

2207.08456 2022-07-19 q-bio.NC 83%

Reliability and validity of TMS-EEG biomarkers

Sara Parmigiani, Jessica M. Ross, Christopher Cline, Christopher B. Minasi, Juha Gogulski, Corey J Keller

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

2110.06462 2022-07-12 q-bio.NC 83%

Simultaneously exploring multi-scale and asymmetric EEG features for emotion recognition

Yihan Wu, Min Xia, Li Nie, Yangsong Zhang, Andong Fan

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

2203.06895 2022-05-10 eess.SP cs.HC cs.LG q-bio.NC 83%

Topological EEG Nonlinear Dynamics Analysis for Emotion Recognition

Yan Yan, Xuankun Wu, Chengdong Li, Yini He, Zhicheng Zhang, Huihui Li, Ang Li, Lei Wang

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

2204.13444 2022-04-29 eess.SP 83%

Mobile EEG artifact correction on limited hardware using artifact subspace recon- struction

Paul Maanen, Sarah Blum, Stefan Debener

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

2201.01462 2022-04-15 eess.SP 83%

Automatic Muscle Artifacts Identification and Removal from Single-Channel EEG Using Wavelet Transform with Meta-heuristically Optimized Non-local Means Filter

Souvik Phadikar, Nidul Sinha, Rajdeep Ghosh, Ebrahim Ghaderpour

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

Comments 21 pages, 9 figures, 9 tables

Journal ref Sensors 2022, 22, 2948

2112.00139 2021-12-02 eess.SP 83%

Comparison of inverse problem linear and non-linear methods for localization source: a combined TMS-EEG study

Ridha jarray, Abir Hadriche, Cokri ben Amar, Nawel Jmail

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

2102.03957 2021-07-12 cs.SD cs.AI cs.LG eess.AS 83%

Extracting the Auditory Attention in a Dual-Speaker Scenario from EEG using a Joint CNN-LSTM Model

Ivine Kuruvila, Jan Muncke, Eghart Fischer, Ulrich Hoppe

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

Comments 18 pages, 6 figures

2105.14787 2021-06-01 cs.HC 83%

Voice of Your Brain: Cognitive Representations of Imagined Speech,Overt Speech, and Speech Perception Based on EEG

Seo-Hyun Lee, Young-Eun Lee, Seong-Whan Lee

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

Comments 5 pages, 6 figures, 1 table

2103.02169 2021-03-04 eess.SP 83%

Real Time Vigilance Detection using Frontal EEG

Siddarth Ganesh, Ram Gurumoorthy

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

Journal ref International Journal of Computer Science & Information Technology (IJCSIT) Vol 13, No 1, February 2021

2102.08061 2021-02-17 eess.SP cs.AI 83%

On the use of generative deep neural networks to synthesize artificial multichannel EEG signals

Ozan Ozdenizci, Deniz Erdogmus

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

Comments 10th International IEEE EMBS Conference on Neural Engineering (NER'21)

2101.12037 2021-01-29 cs.LG cs.NE q-bio.QM 83%

BENDR: using transformers and a contrastive self-supervised learning task to learn from massive amounts of EEG data

Demetres Kostas, Stephane Aroca-Ouellette, Frank Rudzicz

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

2101.05484 2021-01-15 cs.LG 83%

4D Attention-based Neural Network for EEG Emotion Recognition

Guowen Xiao, Mengwen Ye, Bowen Xu, Zhendi Chen, Quansheng Ren

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

2005.02619 2020-09-28 eess.SP 83%

Affective Brain-Computer Interfaces: A Tutorial to Choose Performance Measuring Metric

Md Rakibul Mowla, Rachael I. Cano, Katie J. Dhuyvetter, David E. Thompson

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

Comments 12 pages, 4 figures, 2 tables

1. EEG解码 3877 篇

Reconstructing Visual Stimulus Images from EEG Signals Based on Deep Visual Representation Model

Multifractal organization of EEG signals in Multiple Sclerosis

DeWave: Discrete EEG Waves Encoding for Brain Dynamics to Text Translation

EEG-based performance-driven adaptive automated hazard alerting system in security surveillance support

Investigating the Impact of a Dual Musical Brain-Computer Interface on Interpersonal Synchrony: A Pilot Study

A Brain-Computer Interface Augmented Reality Framework with Auto-Adaptive SSVEP Recognition

NeuroAiR: Deep Learning Framework for Airwriting Recognition from Scalp-recorded Neural Signals

Sparse wavelet-based solutions for the M/EEG inverse problem

Unified Framework for Identity and Imagined Action Recognition from EEG patterns

Electrode Clustering and Bandpass Analysis of EEG Data for Gaze Estimation

Device JNEEG to convert Jetson Nano to brain-Computer interfaces. Short report

AMDET: Attention based Multiple Dimensions EEG Transformer for Emotion Recognition

Unsupervised Time-Aware Sampling Network with Deep Reinforcement Learning for EEG-Based Emotion Recognition

Nonlinear and Machine Learning Analyses on High-Density EEG data of Math Experts and Novices

A Framework to Evaluate Independent Component Analysis applied to EEG signal: testing on the Picard algorithm

Partial Least Square Regression via Three-factor SVD-type Manifold Optimization for EEG Decoding

New Approach for Designing cVEP BCI Stimuli Based on Superposition of Edge Responses

Reliability and validity of TMS-EEG biomarkers

Simultaneously exploring multi-scale and asymmetric EEG features for emotion recognition

Topological EEG Nonlinear Dynamics Analysis for Emotion Recognition

Mobile EEG artifact correction on limited hardware using artifact subspace recon- struction

Automatic Muscle Artifacts Identification and Removal from Single-Channel EEG Using Wavelet Transform with Meta-heuristically Optimized Non-local Means Filter

Comparison of inverse problem linear and non-linear methods for localization source: a combined TMS-EEG study

Extracting the Auditory Attention in a Dual-Speaker Scenario from EEG using a Joint CNN-LSTM Model

Voice of Your Brain: Cognitive Representations of Imagined Speech,Overt Speech, and Speech Perception Based on EEG

Real Time Vigilance Detection using Frontal EEG

On the use of generative deep neural networks to synthesize artificial multichannel EEG signals

BENDR: using transformers and a contrastive self-supervised learning task to learn from massive amounts of EEG data

4D Attention-based Neural Network for EEG Emotion Recognition

Affective Brain-Computer Interfaces: A Tutorial to Choose Performance Measuring Metric