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Electromyography (EMG)
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논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
Articulatory Feature Prediction from Surface EMG during Speech Production
Visual Feedback of Pattern Separability Improves Myoelectric Decoding Performance of Upper Limb Prostheses
Learning and Online Replication of Grasp Forces from Electromyography Signals for Prosthetic Finger Control
Hierarchical and Multimodal Data for Daily Activity Understanding
Time Frequency Analysis of EMG Signal for Gesture Recognition using Fine grained Features
Mitigating the Impact of Electrode Shift on Classification Performance in Electromyography-Based Motion Prediction Using Sliding-Window Normalization
BioMoDiffuse: Physics-Guided Biomechanical Diffusion for Controllable and Authentic Human Motion Synthesis
Deep Muscle EMG construction using A Physics-Integrated Deep Learning approach
Toward Foundational Model for Sleep Analysis Using a Multimodal Hybrid Self-Supervised Learning Framework
Revisiting convolutive blind source separation for identifying spiking motor neuron activity: From theory to practice
sDREAMER: Self-distilled Mixture-of-Modality-Experts Transformer for Automatic Sleep Staging
Multi-modal Speech Enhancement with Limited Electromyography Channels
Decoding EEG Speech Perception with Transformers and VAE-based Data Augmentation
Robustness-enhanced Myoelectric Control with GAN-based Open-set Recognition
A Powered Prosthetic Hand with Vision System for Enhancing the Anthropopathic Grasp
Physics-informed Deep Learning for Muscle Force Prediction with Unlabeled sEMG Signals
EEG Signal Denoising Using pix2pix GAN: Enhancing Neurological Data Analysis
How Much Data is Enough? Optimization of Data Collection for Artifact Detection in EEG Recordings
EMGBench: Benchmarking Out-of-Distribution Generalization and Adaptation for Electromyography
Separation of Neural Drives to Muscles from Transferred Polyfunctional Nerves using Implanted Micro-electrode Arrays
Learning Cortico-Muscular Dependence through Orthonormal Decomposition of Density Ratios
Bayes-CATSI: A variational Bayesian deep learning framework for medical time series data imputation
Sonic Entanglements with Electromyography: Between Bodies, Signals, and Representations
EEG-EMG FAConformer: Frequency Aware Conv-Transformer for the fusion of EEG and EMG
The Effects of Unilateral Slope Loading on Lower Limb Plantar Flexor Muscle EMG Signals in Young Healthy Males
EMG-Based Hand Gesture Recognition through Diverse Domain Feature Enhancement and Machine Learning-Based Approach
Towards EMG-to-Speech with a Necklace Form Factor
ProRuka: A highly efficient HMI algorithm for controlling a novel prosthetic hand with 6-DOF using sonomyography
Anatomical Region Recognition and Real-time Bone Tracking Methods by Dynamically Decoding A-Mode Ultrasound Signals
MEET: Mixture of Experts Extra Tree-Based sEMG Hand Gesture Identification
Towards Robust and Interpretable EMG-based Hand Gesture Recognition using Deep Metric Meta Learning
Multimodal wearable EEG, EMG and accelerometry measurements improve the accuracy of tonic-clonic seizure detection in-hospital
Neural, Muscular, and Perceptual responses with shoulder exoskeleton use over Days
Comparison of gait phase detection using traditional machine learning and deep learning techniques
High-speed Low-consumption sEMG-based Transient-state micro-Gesture Recognition
출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.