EDITORIAL
Published on 19 May 2022
Editorial: Deep Learning in Brain-Computer Interface
doi 10.3389/fnhum.2022.927567
- 4,487 views
- 4 citations
- Frontiers in Human Neuroscience
- Brain-Computer Interfaces
- Research Topics
- Deep Learning in Brain-Computer Interface
Deep Learning in Brain-Computer Interface
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Articles
SYSTEMATIC REVIEW
Published on 25 Nov 2021
Artificial Intelligence Algorithms in Visual Evoked Potential-Based Brain-Computer Interfaces for Motor Rehabilitation Applications: Systematic Review and Future Directions
doi 10.3389/fnhum.2021.772837
- 7,479 views
- 16 citations
ORIGINAL RESEARCH
Published on 08 Jul 2021
A Lightweight Multi-Scale Convolutional Neural Network for P300 Decoding: Analysis of Training Strategies and Uncovering of Network Decision
doi 10.3389/fnhum.2021.655840
- 3,785 views
- 24 citations
ORIGINAL RESEARCH
Published on 23 Jun 2021
BENDR: Using Transformers and a Contrastive Self-Supervised Learning Task to Learn From Massive Amounts of EEG Data
doi 10.3389/fnhum.2021.653659
- 23,839 views
- 129 citations
REVIEW
Published on 28 May 2021
A Survey on Deep Learning-Based Short/Zero-Calibration Approaches for EEG-Based Brain–Computer Interfaces
doi 10.3389/fnhum.2021.643386
- 7,645 views
- 27 citations
ORIGINAL RESEARCH
Published on 12 Mar 2021
Subject-Independent Functional Near-Infrared Spectroscopy-Based Brain–Computer Interfaces Based on Convolutional Neural Networks
doi 10.3389/fnhum.2021.646915
- 4,416 views
- 29 citations
ORIGINAL RESEARCH
Published on 11 Mar 2021
Data Augmentation: Using Channel-Level Recombination to Improve Classification Performance for Motor Imagery EEG
doi 10.3389/fnhum.2021.645952
- 5,820 views
- 56 citations
METHODS
Published on 20 Jan 2021
Two-Level Domain Adaptation Neural Network for EEG-Based Emotion Recognition
doi 10.3389/fnhum.2020.605246
- 7,059 views
- 46 citations
ORIGINAL RESEARCH
Published on 13 Jan 2021
Recognition of Consumer Preference by Analysis and Classification EEG Signals
doi 10.3389/fnhum.2020.604639
- 9,424 views
- 48 citations
ORIGINAL RESEARCH
Published on 11 Jan 2021
Perceived Mental Workload Classification Using Intermediate Fusion Multimodal Deep Learning
doi 10.3389/fnhum.2020.609096
- 6,274 views
- 17 citations
Published in
Frontiers in Human Neuroscience
- Brain-Computer Interfaces
Impact
- 101kTopic views
- 71kArticle views
- 24kArticle downloads