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Electromyography (EMG)

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Showing 1–50 of 94 papers

TitleStatusHype
Towards Cross-Subject EMG Pattern Recognition via Dual-Branch Adversarial Feature Disentanglement—0
Articulatory Feature Prediction from Surface EMG during Speech ProductionCode0
Visual Feedback of Pattern Separability Improves Myoelectric Decoding Performance of Upper Limb Prostheses—0
Learning and Online Replication of Grasp Forces from Electromyography Signals for Prosthetic Finger Control—0
Hierarchical and Multimodal Data for Daily Activity UnderstandingCode0
Time Frequency Analysis of EMG Signal for Gesture Recognition using Fine grained Features—0
Mitigating the Impact of Electrode Shift on Classification Performance in Electromyography-Based Motion Prediction Using Sliding-Window Normalization—0
BioMoDiffuse: Physics-Guided Biomechanical Diffusion for Controllable and Authentic Human Motion Synthesis—0
Deep Muscle EMG construction using A Physics-Integrated Deep Learning approach—0
Toward Foundational Model for Sleep Analysis Using a Multimodal Hybrid Self-Supervised Learning FrameworkCode1
Revisiting convolutive blind source separation for identifying spiking motor neuron activity: From theory to practiceCode0
Recursive generalized type-2 fuzzy radial basis function neural networks for joint position estimation and adaptive EMG-based impedance control of lower limb exoskeletonsCode0
sDREAMER: Self-distilled Mixture-of-Modality-Experts Transformer for Automatic Sleep Staging—0
Multi-modal Speech Enhancement with Limited Electromyography Channels—0
Decoding EEG Speech Perception with Transformers and VAE-based Data Augmentation—0
Robustness-enhanced Myoelectric Control with GAN-based Open-set RecognitionCode0
A Powered Prosthetic Hand with Vision System for Enhancing the Anthropopathic Grasp—0
EEG Signal Denoising Using pix2pix GAN: Enhancing Neurological Data Analysis—0
How Much Data is Enough? Optimization of Data Collection for Artifact Detection in EEG Recordings—0
EMGBench: Benchmarking Out-of-Distribution Generalization and Adaptation for ElectromyographyCode1
Separation of Neural Drives to Muscles from Transferred Polyfunctional Nerves using Implanted Micro-electrode Arrays—0
Learning Cortico-Muscular Dependence through Orthonormal Decomposition of Density RatiosCode0
Bayes-CATSI: A variational Bayesian deep learning framework for medical time series data imputationCode0
Sonic Entanglements with Electromyography: Between Bodies, Signals, and Representations—0
EEG-EMG FAConformer: Frequency Aware Conv-Transformer for the fusion of EEG and EMG—0
The Effects of Unilateral Slope Loading on Lower Limb Plantar Flexor Muscle EMG Signals in Young Healthy Males—0
EMG-Based Hand Gesture Recognition through Diverse Domain Feature Enhancement and Machine Learning-Based Approach—0
Towards EMG-to-Speech with a Necklace Form Factor—0
ProRuka: A highly efficient HMI algorithm for controlling a novel prosthetic hand with 6-DOF using sonomyography—0
A cross-sectional study to analyse the presence of low back pain in university students and its relationship with coffeeCode0
Home Study Environments: Assessment of Posture and Muscle Fatigue Using Superficial Electromyography in the Context of Virtual Education After the PandemicCode0
Anatomical Region Recognition and Real-time Bone Tracking Methods by Dynamically Decoding A-Mode Ultrasound Signals—0
MEET: Mixture of Experts Extra Tree-Based sEMG Hand Gesture Identification—0
Towards Robust and Interpretable EMG-based Hand Gesture Recognition using Deep Metric Meta Learning—0
Multimodal wearable EEG, EMG and accelerometry measurements improve the accuracy of tonic-clonic seizure detection in-hospital—0
Neural, Muscular, and Perceptual responses with shoulder exoskeleton use over Days—0
Comparison of gait phase detection using traditional machine learning and deep learning techniques—0
High-speed Low-consumption sEMG-based Transient-state micro-Gesture Recognition—0
Convergence Rate Maximization for Split Learning-based Control of EMG Prosthetic Devices—0
Effect of prolonged use of Smartphones on neck and wrist muscle fatigue using surface EMGCode0
Predicting Multi-Joint Kinematics of the Upper Limb from EMG Signals Across Varied Loads with a Physics-Informed Neural Network—0
Uncertainty Quantification in Machine Learning for Biosignal Applications -- A Review—0
Fast and Expressive Gesture Recognition using a Combination-Homomorphic Electromyogram EncoderCode0
EMG Signal Classification for Neuromuscular Disorders with Attention-Enhanced CNN—0
ResEMGNet: A Lightweight Residual Deep Learning Architecture for Neuromuscular Disorder Detection from Raw EMG Signals—0
Multi-Modal Wireless Flexible Gel-Free Sensors with Edge Deep Learning for Detecting and Alerting Freezing of Gait in Parkinson's Patients—0
Electromyography Signal Classification Using Deep Learning—0
Sleep Model -- A Sequence Model for Predicting the Next Sleep Stage—0
Simplified markerless stride detection pipeline (sMaSDP) for surface EMG segmentation—0
Review of medical data analysis based on spiking neural networks—0
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