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Electromyography (EMG)

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Showing 1–50 of 94 papers

TitleStatusHype
Parkinson’s Disease EMG Data Augmentation and Simulation with DCGANs and Style TransferCode1
An Improved Model for Voicing Silent SpeechCode1
Neuro-BERT: Rethinking Masked Autoencoding for Self-supervised Neurological PretrainingCode1
EMGBench: Benchmarking Out-of-Distribution Generalization and Adaptation for ElectromyographyCode1
Toward Foundational Model for Sleep Analysis Using a Multimodal Hybrid Self-Supervised Learning FrameworkCode1
sEMG Gesture Recognition with a Simple Model of AttentionCode1
Digital Voicing of Silent SpeechCode1
Dreamento: an open-source dream engineering toolbox for sleep EEG wearablesCode1
Convergence Rate Maximization for Split Learning-based Control of EMG Prosthetic Devices—0
Decoding EEG Speech Perception with Transformers and VAE-based Data Augmentation—0
DeepEMGNet: An Application for Efficient Discrimination of ALS and Normal EMG Signals—0
Deep Learning for Musculoskeletal Force Prediction—0
Deep Muscle EMG construction using A Physics-Integrated Deep Learning approach—0
EEG-EMG FAConformer: Frequency Aware Conv-Transformer for the fusion of EEG and EMG—0
EEG Signal Denoising Using pix2pix GAN: Enhancing Neurological Data Analysis—0
Effect of Analysis Window and Feature Selection on Classification of Hand Movements Using EMG Signal—0
Efficient TMS-Based Motor Cortex Mapping Using Gaussian Process Active Learning—0
Electromyography Signal Classification Using Deep Learning—0
EMG-Based Feature Extraction and Classification for Prosthetic Hand Control—0
EMG-Based Hand Gesture Recognition through Diverse Domain Feature Enhancement and Machine Learning-Based Approach—0
Visual Feedback of Pattern Separability Improves Myoelectric Decoding Performance of Upper Limb Prostheses—0
Deep learning approach to control of prosthetic hands with electromyography signals—0
A complex network approach to time series analysis with application in diagnosis of neuromuscular disorders—0
Anatomical Region Recognition and Real-time Bone Tracking Methods by Dynamically Decoding A-Mode Ultrasound Signals—0
A Powered Prosthetic Hand with Vision System for Enhancing the Anthropopathic Grasp—0
BioMoDiffuse: Physics-Guided Biomechanical Diffusion for Controllable and Authentic Human Motion Synthesis—0
Comparison of gait phase detection using traditional machine learning and deep learning techniques—0
ConTraNet: A single end-to-end hybrid network for EEG-based and EMG-based human machine interfaces—0
Review of medical data analysis based on spiking neural networks—0
sDREAMER: Self-distilled Mixture-of-Modality-Experts Transformer for Automatic Sleep Staging—0
Inference of Upcoming Human Grasp Using EMG During Reach-to-Grasp Movement—0
Sensor fusion using EMG and vision for hand gesture classification in mobile applications—0
Separation of Neural Drives to Muscles from Transferred Polyfunctional Nerves using Implanted Micro-electrode Arrays—0
Simplified markerless stride detection pipeline (sMaSDP) for surface EMG segmentation—0
Sleep Model -- A Sequence Model for Predicting the Next Sleep Stage—0
Sliding-Window Normalization to Improve the Performance of Machine-Learning Models for Real-Time Motion Prediction Using Electromyography—0
Sonic Entanglements with Electromyography: Between Bodies, Signals, and Representations—0
Studying the control of non invasive prosthetic hands over large time spans—0
The Effects of Unilateral Slope Loading on Lower Limb Plantar Flexor Muscle EMG Signals in Young Healthy Males—0
Time Frequency Analysis of EMG Signal for Gesture Recognition using Fine grained Features—0
Towards Creating a Deployable Grasp Type Probability Estimator for a Prosthetic Hand—0
Towards Cross-Subject EMG Pattern Recognition via Dual-Branch Adversarial Feature Disentanglement—0
Towards EMG-to-Speech with a Necklace Form Factor—0
Towards Robust and Interpretable EMG-based Hand Gesture Recognition using Deep Metric Meta Learning—0
Transfer Learning on Electromyography (EMG) Tasks: Approaches and Beyond—0
Uncertainty Quantification in Machine Learning for Biosignal Applications -- A Review—0
EMGSE: Acoustic/EMG Fusion for Multimodal Speech Enhancement—0
EMG Signal Classification for Neuromuscular Disorders with Attention-Enhanced CNN—0
EMG wrist-hand motion recognition system for real-time Embedded platform—0
End-to-end neural networks for subvocal speech recognition—0
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