Image de couverture de livre

Reconstruction of Surface EMG Signal using IMU data for Upper Limb Actions

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Basak, Shubhranil, Hemanth, Mada, Rao, Madhav
Format:	Preprint
Publié:	2025
Sujets:	Machine Learning
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Deep Learning for Motion Classification in Ankle Exoskeletons Using Surface EMG and IMU Signals
par: Estévez, Silas Ruhrberg, et autres
Publié: (2024)

Long-Term Upper-Limb Prosthesis Myocontrol via High-Density sEMG and Incremental Learning
par: Di Domenico, Dario, et autres
Publié: (2024)

sEMG-Driven Physics-Informed Gated Recurrent Networks for Modeling Upper Limb Multi-Joint Movement Dynamics
par: Kumar, Rajnish, et autres
Publié: (2024)

MC-QDSNN: Quantized Deep evolutionary SNN with Multi-Dendritic Compartment Neurons for Stress Detection using Physiological Signals
par: S, Ajay B, et autres
Publié: (2024)

A Comparative Study of EMG- and IMU-based Gesture Recognition at the Wrist and Forearm
par: Baghernezhad, Soroush, et autres
Publié: (2025)

CPEP: Contrastive Pose-EMG Pre-training Enhances Gesture Generalization on EMG Signals
par: Cui, Wenhui, et autres
Publié: (2025)

Evaluating Classifier Confidence for Surface EMG Pattern Recognition
par: Furui, Akira
Publié: (2023)

Preconditioned Attention: Enhancing Efficiency in Transformers
par: Saratchandran, Hemanth
Publié: (2026)

Characterizing Human Limb Movements Using An In-House Multi-Channel Non-Invasive Surface-EMG System
par: K, Vinay C, et autres
Publié: (2025)

Time Frequency Analysis of EMG Signal for Gesture Recognition using Fine grained Features
par: Aarotale, Parshuram N., et autres
Publié: (2025)

Neuromorphic Mimicry Attacks Exploiting Brain-Inspired Computing for Covert Cyber Intrusions
par: Ravipati, Hemanth
Publié: (2025)

Improving text-conditioned latent diffusion for cancer pathology
par: Rao, Aakash Madhav, et autres
Publié: (2024)

Machine Learning-based sEMG Signal Classification for Hand Gesture Recognition
par: Aarotale, Parshuram N., et autres
Publié: (2024)

BIONIX: A Wireless, Low-Cost Prosthetic Arm with Dual-Signal EEG and EMG Control
par: Kumar, Pranesh Sathish
Publié: (2025)

Fed-Meta-Align: A Similarity-Aware Aggregation and Personalization Pipeline for Federated TinyML on Heterogeneous Data
par: Macharla, Hemanth, et autres
Publié: (2025)

Spectral Conditioning of Attention Improves Transformer Performance
par: Saratchandran, Hemanth, et autres
Publié: (2026)

TrustEMG-Net: Using Representation-Masking Transformer with U-Net for Surface Electromyography Enhancement
par: Wang, Kuan-Chen, et autres
Publié: (2024)

Surface EMG Profiling in Parkinson's Disease: Advancing Severity Assessment with GCN-SVM
par: Cieślak, Daniel, et autres
Publié: (2025)

IMG2IMU: Translating Knowledge from Large-Scale Images to IMU Sensing Applications
par: Yoon, Hyungjun, et autres
Publié: (2022)

A Vision-Enabled Prosthetic Hand for Children with Upper Limb Disabilities
par: Sarker, Md Abdul Baset, et autres
Publié: (2025)

Reducing Robotic Upper-Limb Assessment Time While Maintaining Precision: A Time Series Foundation Model Approach
par: Akbarifar, Faranak, et autres
Publié: (2025)

PRIMUS: Pretraining IMU Encoders with Multimodal Self-Supervision
par: Das, Arnav M., et autres
Publié: (2024)

Neurotremor: A wearable Supportive Device for Supporting Upper Limb Muscle Function
par: Aueawattthanaphisut, Aueaphum, et autres
Publié: (2025)

An LSTM Feature Imitation Network for Hand Movement Recognition from sEMG Signals
par: Wu, Chuheng, et autres
Publié: (2024)

Left-Right Swapping and Upper-Lower Limb Pairing for Robust Multi-Wearable Workout Activity Detection
par: Van Der Donckt, Jonas, et autres
Publié: (2024)

From Tables to Signals: Revealing Spectral Adaptivity in TabPFN
par: Zheng, Jianqiao, et autres
Publié: (2025)

ZC-Swish: Stabilizing Deep BN-Free Networks for Edge and Micro-Batch Applications
par: Basak, Suvinava
Publié: (2026)

Unsupervised clustering and classification of upper limb EMG signals during functional movements: a data-driven
par: Álvarez, L. F. Salazar, et autres
Publié: (2026)

Towards Real-Time ECG and EMG Modeling on $μ$NPUs
par: Millar, Josh, et autres
Publié: (2026)

Clinic-Oriented Feasibility of a Sensor-Fused Wearable for Upper-Limb Function
par: Srichaisak, Thanyanee, et autres
Publié: (2025)

The Inlet Rank Collapse in Implicit Neural Representations: Diagnosis and Unified Remedy
par: Zheng, Jianqiao, et autres
Publié: (2026)

TinyMyo: a Tiny Foundation Model for Flexible EMG Signal Processing at the Edge
par: Fasulo, Matteo, et autres
Publié: (2025)

Physics-informed Deep Learning for Muscle Force Prediction with Unlabeled sEMG Signals
par: Ma, Shuhao, et autres
Publié: (2024)

On the effectiveness of smartphone IMU sensors and Deep Learning in the detection of cardiorespiratory conditions
par: Simone, Lorenzo, et autres
Publié: (2024)

A distribution-free mixed-integer optimization approach to hierarchical modelling of clustered and longitudinal data
par: Sankaranarayanan, Madhav, et autres
Publié: (2023)

Signal from Structure: Exploiting Submodular Upper Bounds in Generative Flow Networks
par: Larouche, Alexandre, et autres
Publié: (2026)

Hierarchical Reinforcement Learning Framework for Adaptive Walking Control Using General Value Functions of Lower-Limb Sensor Signals
par: Jones, Sonny T., et autres
Publié: (2025)

Gait Recognition Based on Tiny ML and IMU Sensors
par: Zhang, Jiahang, et autres
Publié: (2025)

Neural 5G Indoor Localization with IMU Supervision
par: Ermolov, Aleksandr, et autres
Publié: (2024)

Assessing Lower Limb Strength using Internet-of-Things Enabled Chair
par: Yeh, Chelsea, et autres
Publié: (2022)