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Electromyography (EMG)

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Showing 1–50 of 94 papers

TitleStatusHype
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
Neuro-BERT: Rethinking Masked Autoencoding for Self-supervised Neurological PretrainingCode1
An Improved Model for Voicing Silent SpeechCode1
Parkinson’s Disease EMG Data Augmentation and Simulation with DCGANs and Style TransferCode1
Toward Foundational Model for Sleep Analysis Using a Multimodal Hybrid Self-Supervised Learning FrameworkCode1
EMGBench: Benchmarking Out-of-Distribution Generalization and Adaptation for ElectromyographyCode1
Home Study Environments: Assessment of Posture and Muscle Fatigue Using Superficial Electromyography in the Context of Virtual Education After the PandemicCode0
Parkinson’s Disease EMG Signal Prediction Using Neural NetworksCode0
Boosting Factor-Specific Functional Historical Models for the Detection of Synchronisation in Bioelectrical SignalsCode0
End-to-end grasping policies for human-in-the-loop robots via deep reinforcement learningCode0
Towards Predicting Fine Finger Motions from Ultrasound Images via Kinematic RepresentationCode0
Effect of prolonged use of Smartphones on neck and wrist muscle fatigue using surface EMGCode0
Learning Cortico-Muscular Dependence through Orthonormal Decomposition of Density RatiosCode0
Recursive generalized type-2 fuzzy radial basis function neural networks for joint position estimation and adaptive EMG-based impedance control of lower limb exoskeletonsCode0
Upper Limb Movement Recognition utilising EEG and EMG Signals for Rehabilitative RoboticsCode0
A cross-sectional study to analyse the presence of low back pain in university students and its relationship with coffeeCode0
EV-Action: Electromyography-Vision Multi-Modal Action DatasetCode0
Articulatory Feature Prediction from Surface EMG during Speech ProductionCode0
Revisiting convolutive blind source separation for identifying spiking motor neuron activity: From theory to practiceCode0
Robustness-enhanced Myoelectric Control with GAN-based Open-set RecognitionCode0
Fast and Expressive Gesture Recognition using a Combination-Homomorphic Electromyogram EncoderCode0
Hardware Implementation of Deep Network Accelerators Towards Healthcare and Biomedical ApplicationsCode0
Hierarchical and Multimodal Data for Daily Activity UnderstandingCode0
Bayes-CATSI: A variational Bayesian deep learning framework for medical time series data imputationCode0
Facial Electromyography-based Adaptive Virtual Reality Gaming for Cognitive Training—0
Facial movement synergies and Action Unit detection from distal wearable Electromyography and Computer Vision—0
Heterogeneous Hand Guise Classification Based on Surface Electromyographic Signals Using Multichannel Convolutional Neural Network—0
High-speed Low-consumption sEMG-based Transient-state micro-Gesture Recognition—0
How Much Data is Enough? Optimization of Data Collection for Artifact Detection in EEG Recordings—0
Investigating the spatial resolution of EMG and MMG based on a systemic multi-scale model—0
KNN Learning Techniques for Proportional Myocontrol in Prosthetics—0
Learning and Online Replication of Grasp Forces from Electromyography Signals for Prosthetic Finger Control—0
Leveraging Over Priors for Boosting Control of Prosthetic Hands—0
Leveraging Smartphone Sensors for Detecting Abnormal Gait for Smart Wearable Mobile Technologies—0
MEET: Mixture of Experts Extra Tree-Based sEMG Hand Gesture Identification—0
Mitigating the Impact of Electrode Shift on Classification Performance in Electromyography-Based Motion Prediction Using Sliding-Window Normalization—0
Multimodal Fusion of EMG and Vision for Human Grasp Intent Inference in Prosthetic Hand Control—0
Multi-modal Speech Enhancement with Limited Electromyography Channels—0
Multimodal wearable EEG, EMG and accelerometry measurements improve the accuracy of tonic-clonic seizure detection in-hospital—0
Multi-Modal Wireless Flexible Gel-Free Sensors with Edge Deep Learning for Detecting and Alerting Freezing of Gait in Parkinson's Patients—0
Muscle Activity Analysis using Higher-Order Tensor Models: Application to Muscle Synergy Identification—0
Neural, Muscular, and Perceptual responses with shoulder exoskeleton use over Days—0
On the use of higher-order tensors to model muscle synergies—0
Predicting Multi-Joint Kinematics of the Upper Limb from EMG Signals Across Varied Loads with a Physics-Informed Neural Network—0
ProRuka: A highly efficient HMI algorithm for controlling a novel prosthetic hand with 6-DOF using sonomyography—0
Quantifying Performance of Bipedal Standing with Multi-channel EMG—0
Recognition of basic hand movements using Electromyography—0
ResEMGNet: A Lightweight Residual Deep Learning Architecture for Neuromuscular Disorder Detection from Raw EMG Signals—0
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