| Toward Foundational Model for Sleep Analysis Using a Multimodal Hybrid Self-Supervised Learning Framework | Feb 18, 2025 | Contrastive LearningDiagnostic | CodeCode Available | 1 |
| EMGBench: Benchmarking Out-of-Distribution Generalization and Adaptation for Electromyography | Oct 31, 2024 | BenchmarkingElectromyography (EMG) | CodeCode Available | 1 |
| Dreamento: an open-source dream engineering toolbox for sleep EEG wearables | Jul 8, 2022 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 |
| Neuro-BERT: Rethinking Masked Autoencoding for Self-supervised Neurological Pretraining | Apr 20, 2022 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 |
| An Improved Model for Voicing Silent Speech | Jun 3, 2021 | Electromyography (EMG)model | CodeCode Available | 1 |
| Digital Voicing of Silent Speech | Oct 6, 2020 | Electromyography (EMG)Speech Synthesis | CodeCode Available | 1 |
| sEMG Gesture Recognition with a Simple Model of Attention | Jun 5, 2020 | Electromyography (EMG)EMG Gesture Recognition | 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 |
| Towards Cross-Subject EMG Pattern Recognition via Dual-Branch Adversarial Feature Disentanglement | Jun 10, 2025 | AnatomyDisentanglement | —Unverified | 0 |
| Articulatory Feature Prediction from Surface EMG during Speech Production | May 20, 2025 | Electromyography (EMG)Speech Synthesis | CodeCode Available | 0 |
| Visual Feedback of Pattern Separability Improves Myoelectric Decoding Performance of Upper Limb Prostheses | May 14, 2025 | DecoderElectromyography (EMG) | —Unverified | 0 |
| Learning and Online Replication of Grasp Forces from Electromyography Signals for Prosthetic Finger Control | May 5, 2025 | Electromyography (EMG) | —Unverified | 0 |
| Hierarchical and Multimodal Data for Daily Activity Understanding | Apr 24, 2025 | Action Anticipationcounterfactual | CodeCode Available | 0 |
| Time Frequency Analysis of EMG Signal for Gesture Recognition using Fine grained Features | Apr 20, 2025 | Electromyography (EMG)Gesture Recognition | —Unverified | 0 |
| Mitigating the Impact of Electrode Shift on Classification Performance in Electromyography-Based Motion Prediction Using Sliding-Window Normalization | Apr 4, 2025 | ClassificationDomain Adaptation | —Unverified | 0 |
| BioMoDiffuse: Physics-Guided Biomechanical Diffusion for Controllable and Authentic Human Motion Synthesis | Mar 8, 2025 | Electromyography (EMG)Motion Generation | —Unverified | 0 |
| Deep Muscle EMG construction using A Physics-Integrated Deep Learning approach | Mar 7, 2025 | Deep LearningElectromyography (EMG) | —Unverified | 0 |
| Revisiting convolutive blind source separation for identifying spiking motor neuron activity: From theory to practice | Feb 6, 2025 | blind source separationElectromyography (EMG) | CodeCode Available | 0 |
| Recursive generalized type-2 fuzzy radial basis function neural networks for joint position estimation and adaptive EMG-based impedance control of lower limb exoskeletons | Feb 1, 2025 | Electromyography (EMG)GPU | CodeCode Available | 0 |
| sDREAMER: Self-distilled Mixture-of-Modality-Experts Transformer for Automatic Sleep Staging | Jan 27, 2025 | EEGElectromyography (EMG) | —Unverified | 0 |
| Multi-modal Speech Enhancement with Limited Electromyography Channels | Jan 11, 2025 | Electromyography (EMG)Speech Enhancement | —Unverified | 0 |
| Decoding EEG Speech Perception with Transformers and VAE-based Data Augmentation | Jan 8, 2025 | Data AugmentationEEG | —Unverified | 0 |
| Robustness-enhanced Myoelectric Control with GAN-based Open-set Recognition | Dec 20, 2024 | Electromyography (EMG)Open Set Learning | CodeCode Available | 0 |
| A Powered Prosthetic Hand with Vision System for Enhancing the Anthropopathic Grasp | Dec 10, 2024 | Electromyography (EMG) | —Unverified | 0 |
| EEG Signal Denoising Using pix2pix GAN: Enhancing Neurological Data Analysis | Nov 20, 2024 | DenoisingEEG | —Unverified | 0 |
