| Neuro-BERT: Rethinking Masked Autoencoding for Self-supervised Neurological Pretraining | Apr 20, 2022 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 |
| Dreamento: an open-source dream engineering toolbox for sleep EEG wearables | Jul 8, 2022 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 |
| An Improved Model for Voicing Silent Speech | Jun 3, 2021 | Electromyography (EMG)model | CodeCode Available | 1 |
| sEMG Gesture Recognition with a Simple Model of Attention | Jun 5, 2020 | Electromyography (EMG)EMG Gesture Recognition | CodeCode Available | 1 |
| EMGBench: Benchmarking Out-of-Distribution Generalization and Adaptation for Electromyography | Oct 31, 2024 | BenchmarkingElectromyography (EMG) | CodeCode Available | 1 |
| Digital Voicing of Silent Speech | Oct 6, 2020 | Electromyography (EMG)Speech Synthesis | CodeCode Available | 1 |
| Parkinson’s Disease EMG Data Augmentation and Simulation with DCGANs and Style Transfer | May 3, 2020 | Data AugmentationElectromyography (EMG) | CodeCode Available | 1 |
| Toward Foundational Model for Sleep Analysis Using a Multimodal Hybrid Self-Supervised Learning Framework | Feb 18, 2025 | Contrastive LearningDiagnostic | CodeCode Available | 1 |
| A Powered Prosthetic Hand with Vision System for Enhancing the Anthropopathic Grasp | Dec 10, 2024 | Electromyography (EMG) | —Unverified | 0 |
| Comparison of gait phase detection using traditional machine learning and deep learning techniques | Mar 7, 2024 | Electromyography (EMG) | —Unverified | 0 |
| A complex network approach to time series analysis with application in diagnosis of neuromuscular disorders | Aug 16, 2021 | Electromyography (EMG)Time Series | —Unverified | 0 |
| ConTraNet: A single end-to-end hybrid network for EEG-based and EMG-based human machine interfaces | Jun 21, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Convergence Rate Maximization for Split Learning-based Control of EMG Prosthetic Devices | Jan 6, 2024 | Electromyography (EMG)Federated Learning | —Unverified | 0 |
| Decoding EEG Speech Perception with Transformers and VAE-based Data Augmentation | Jan 8, 2025 | Data AugmentationEEG | —Unverified | 0 |
| EMGSE: Acoustic/EMG Fusion for Multimodal Speech Enhancement | Feb 14, 2022 | Electromyography (EMG)Speech Enhancement | —Unverified | 0 |
| Anatomical Region Recognition and Real-time Bone Tracking Methods by Dynamically Decoding A-Mode Ultrasound Signals | May 29, 2024 | Electromyography (EMG) | —Unverified | 0 |
| BioMoDiffuse: Physics-Guided Biomechanical Diffusion for Controllable and Authentic Human Motion Synthesis | Mar 8, 2025 | Electromyography (EMG)Motion Generation | —Unverified | 0 |
| EMG-Based Hand Gesture Recognition through Diverse Domain Feature Enhancement and Machine Learning-Based Approach | Aug 25, 2024 | Electromyography (EMG)feature selection | —Unverified | 0 |
| Deep Muscle EMG construction using A Physics-Integrated Deep Learning approach | Mar 7, 2025 | Deep LearningElectromyography (EMG) | —Unverified | 0 |
| EEG-EMG FAConformer: Frequency Aware Conv-Transformer for the fusion of EEG and EMG | Sep 12, 2024 | EEGElectromyography (EMG) | —Unverified | 0 |
| EEG Signal Denoising Using pix2pix GAN: Enhancing Neurological Data Analysis | Nov 20, 2024 | DenoisingEEG | —Unverified | 0 |
| Effect of Analysis Window and Feature Selection on Classification of Hand Movements Using EMG Signal | Feb 2, 2020 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Electromyography Signal Classification Using Deep Learning | May 6, 2023 | ClassificationDeep Learning | —Unverified | 0 |
| Efficient TMS-Based Motor Cortex Mapping Using Gaussian Process Active Learning | Aug 18, 2021 | Active LearningElectromyography (EMG) | —Unverified | 0 |
| Deep Learning for Musculoskeletal Force Prediction | Dec 13, 2018 | Deep LearningElectromyography (EMG) | —Unverified | 0 |
