Long-Term Upper-Limb Prosthesis Myocontrol via High-Density sEMG and Incremental Learning
Fuente:
arXiv
Saved in:
| Main Authors: | Di Domenico, Dario, Boccardo, Nicolò, Marinelli, Andrea, Canepa, Michele, Gruppioni, Emanuele, Laffranchi, Matteo, Camoriano, Raffaello |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
A Low-Frequency, Autoresonant Wireless Power Transfer Link for Bidirectional Bionic Interfaces
by: Bianco, Giulio Maria, et al.
Published: (2026)
by: Bianco, Giulio Maria, et al.
Published: (2026)
sEMG-Driven Physics-Informed Gated Recurrent Networks for Modeling Upper Limb Multi-Joint Movement Dynamics
by: Kumar, Rajnish, et al.
Published: (2024)
by: Kumar, Rajnish, et al.
Published: (2024)
MaskPlanner: Learning-Based Object-Centric Motion Generation from 3D Point Clouds
by: Tiboni, Gabriele, et al.
Published: (2025)
by: Tiboni, Gabriele, et al.
Published: (2025)
Novel Time Domain Based Upper-Limb Prosthesis Control using Incremental Learning Approach
by: Pancholi, Sidharth, et al.
Published: (2021)
by: Pancholi, Sidharth, et al.
Published: (2021)
Continuous Wrist Control on the Hannes Prosthesis: a Vision-based Shared Autonomy Framework
by: Vasile, Federico, et al.
Published: (2025)
by: Vasile, Federico, et al.
Published: (2025)
Characterizing the Effect of Electrode Shift & Sensor Reapplication on Common sEMG Features in Lower Limb Muscles
by: Douglas, Fraser, et al.
Published: (2024)
by: Douglas, Fraser, et al.
Published: (2024)
sEMG of Sinhala handwritten characters
by: Seneviratne, Bathiya, et al.
Published: (2026)
by: Seneviratne, Bathiya, et al.
Published: (2026)
Grasp Pre-shape Selection by Synthetic Training: Eye-in-hand Shared Control on the Hannes Prosthesis
by: Vasile, Federico, et al.
Published: (2022)
by: Vasile, Federico, et al.
Published: (2022)
Attention-Based Convolutional Neural Network Model for Human Lower Limb Activity Recognition using sEMG
by: Mollahossein, Mojtaba, et al.
Published: (2025)
by: Mollahossein, Mojtaba, et al.
Published: (2025)
Accelerating Heterogeneous Federated Learning with Closed-form Classifiers
by: Fanì, Eros, et al.
Published: (2024)
by: Fanì, Eros, et al.
Published: (2024)
An Ultrathin and Lightweight Soft Inflatable Actuator for Natural Tactile Sensory Feedback
by: Hanna Scherer, et al.
Published: (2025)
by: Hanna Scherer, et al.
Published: (2025)
Scaling and Distilling Transformer Models for sEMG
by: Mehlman, Nicholas, et al.
Published: (2025)
by: Mehlman, Nicholas, et al.
Published: (2025)
Remapping Wetness Perception in Upper Limb Amputees
by: Maria Ploumitsakou, et al.
Published: (2024)
by: Maria Ploumitsakou, et al.
Published: (2024)
Time2Vec Transformer for Robust Gesture Recognition from Low-Density sEMG
by: Hristov, Blagoj, et al.
Published: (2026)
by: Hristov, Blagoj, et al.
Published: (2026)
Leveraging Convolutional Sparse Autoencoders for Robust Movement Classification from Low-Density sEMG
by: Hristov, Blagoj, et al.
Published: (2026)
by: Hristov, Blagoj, et al.
Published: (2026)
Translating Signals to Languages for sEMG-Based Activity Recognition
by: Wang, Ming, et al.
Published: (2026)
by: Wang, Ming, et al.
Published: (2026)
Reconstruction of Surface EMG Signal using IMU data for Upper Limb Actions
by: Basak, Shubhranil, et al.
Published: (2025)
by: Basak, Shubhranil, et al.
Published: (2025)
Key Design Choices in Source-Free Unsupervised Domain Adaptation: An In-depth Empirical Analysis
by: Maracani, Andrea, et al.
Published: (2024)
by: Maracani, Andrea, et al.
Published: (2024)
Physics-informed Deep Learning for Muscle Force Prediction with Unlabeled sEMG Signals
by: Ma, Shuhao, et al.
Published: (2024)
by: Ma, Shuhao, et al.
Published: (2024)
ReactEMG: Stable, Low-Latency Intent Detection from sEMG via Masked Modeling
by: Wang, Runsheng, et al.
Published: (2025)
by: Wang, Runsheng, et al.
Published: (2025)
ReactEMG Stroke: Healthy-to-Stroke Few-shot Adaptation for sEMG-Based Intent Detection
by: Wang, Runsheng, et al.
Published: (2026)
by: Wang, Runsheng, et al.
Published: (2026)
A Novel Transformer-Based Method for Full Lower-Limb Joint Angles and Moments Prediction in Gait Using sEMG and IMU data
by: Daryakenari, Farshad Haghgoo, et al.
Published: (2025)
by: Daryakenari, Farshad Haghgoo, et al.
Published: (2025)
Evaluating the Effectiveness of sEMG Biofeedback for Posture Training and Scoliosis Management
by: Yiu-Hong Wong, et al.
Published: (2026)
by: Yiu-Hong Wong, et al.
Published: (2026)
Typing Reinvented: Towards Hands-Free Input via sEMG
by: Lee, Kunwoo, et al.
Published: (2025)
by: Lee, Kunwoo, et al.
Published: (2025)
FORS-EMG: A Novel sEMG Dataset for Hand Gesture Recognition Across Multiple Forearm Orientations
by: Rumman, Umme, et al.
Published: (2024)
by: Rumman, Umme, et al.
Published: (2024)
MultiGraspNet: A Multitask 3D Vision Model for Multi-gripper Robotic Grasping
by: Ortuno-Chanelo, Stephany, et al.
Published: (2026)
by: Ortuno-Chanelo, Stephany, et al.
Published: (2026)
Event Detection for Active Lower Limb Prosthesis
by: Clark, J. D., et al.
Published: (2025)
by: Clark, J. D., et al.
Published: (2025)
Physics-Embedded Neural Networks for sEMG-based Continuous Motion Estimation
by: Heng, Wending, et al.
Published: (2025)
by: Heng, Wending, et al.
Published: (2025)
Machine Learning-based sEMG Signal Classification for Hand Gesture Recognition
by: Aarotale, Parshuram N., et al.
Published: (2024)
by: Aarotale, Parshuram N., et al.
Published: (2024)
Heterogeneous Population Encoding for Multi-joint Regression using sEMG Signals
by: Baracat, Farah, et al.
Published: (2025)
by: Baracat, Farah, et al.
Published: (2025)
Residual Attention‐Based Hybrid Neural Network for sEMG Gesture Recognition
by: Haozhu Wang, et al.
Published: (2025)
by: Haozhu Wang, et al.
Published: (2025)
A Feature Extraction Pipeline for Enhancing Lightweight Neural Networks in sEMG-based Joint Torque Estimation
by: Chari, Kartik, et al.
Published: (2026)
by: Chari, Kartik, et al.
Published: (2026)
ALVI Interface: Towards Full Hand Motion Decoding for Amputees Using sEMG
by: Kovalev, Aleksandr, et al.
Published: (2025)
by: Kovalev, Aleksandr, et al.
Published: (2025)
On Optimizing Electrode Configuration for Wrist-Worn sEMG-Based Thumb Gesture Recognition
by: Zhong, Wenjuan, et al.
Published: (2026)
by: Zhong, Wenjuan, et al.
Published: (2026)
MEET: Mixture of Experts Extra Tree-Based sEMG Hand Gesture Identification
by: Gehlot, Naveen, et al.
Published: (2024)
by: Gehlot, Naveen, et al.
Published: (2024)
Muscle Anatomy-aware Geometric Deep Learning for sEMG-based Gesture Decoding
by: Dash, Adyasha, et al.
Published: (2025)
by: Dash, Adyasha, et al.
Published: (2025)
REACT: A Conditioning Framework for User-Adaptive sEMG Hand Pose Estimation
by: Xie, Eric, et al.
Published: (2026)
by: Xie, Eric, et al.
Published: (2026)
An LSTM Feature Imitation Network for Hand Movement Recognition from sEMG Signals
by: Wu, Chuheng, et al.
Published: (2024)
by: Wu, Chuheng, et al.
Published: (2024)
Wireless sEMG-IMU Wearable for Real-Time Squat Kinematics and Muscle Activation
by: Peralta, Marie Jose Perez, et al.
Published: (2025)
by: Peralta, Marie Jose Perez, et al.
Published: (2025)
WaveFormer: A Lightweight Transformer Model for sEMG-based Gesture Recognition
by: Chen, Yanlong, et al.
Published: (2025)
by: Chen, Yanlong, et al.
Published: (2025)
Similar Items
-
A Low-Frequency, Autoresonant Wireless Power Transfer Link for Bidirectional Bionic Interfaces
by: Bianco, Giulio Maria, et al.
Published: (2026) -
sEMG-Driven Physics-Informed Gated Recurrent Networks for Modeling Upper Limb Multi-Joint Movement Dynamics
by: Kumar, Rajnish, et al.
Published: (2024) -
MaskPlanner: Learning-Based Object-Centric Motion Generation from 3D Point Clouds
by: Tiboni, Gabriele, et al.
Published: (2025) -
Novel Time Domain Based Upper-Limb Prosthesis Control using Incremental Learning Approach
by: Pancholi, Sidharth, et al.
Published: (2021) -
Continuous Wrist Control on the Hannes Prosthesis: a Vision-based Shared Autonomy Framework
by: Vasile, Federico, et al.
Published: (2025)