:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Authors:	Peralta, Marie Jose Perez, Casillas, Daniela Flores, Wilson, Benjamin, Medina, Cristian Aviles, Hernandez, Yira Itzae Rendon, Bracho, Vladimir Orrante
Format:	Preprint
Published:	2025
Subjects:	Signal Processing
Online Access:	https://arxiv.org/abs/2512.19089
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Integrated Iontronic FMG‐sEMG Sensing for Decoding Muscle Activation Mechanisms and Force Assessment
by: Peikai Zou, et al.
Published: (2025)

sEMG of Sinhala handwritten characters
by: Seneviratne, Bathiya, et al.
Published: (2026)

Muscle Anatomy-aware Geometric Deep Learning for sEMG-based Gesture Decoding
by: Dash, Adyasha, et al.
Published: (2025)

Physics-informed Deep Learning for Muscle Force Prediction with Unlabeled sEMG Signals
by: Ma, Shuhao, et al.
Published: (2024)

Scaling and Distilling Transformer Models for sEMG
by: Mehlman, Nicholas, 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)

FatigueFormer: Static-Temporal Feature Fusion for Robust sEMG-Based Muscle Fatigue Recognition
by: Zhang, Tong, et al.
Published: (2026)

From Muscle to Text with MyoText: sEMG to Text via Finger Classification and Transformer-Based Decoding
by: Chowdhury, Meghna Roy, et al.
Published: (2026)

From Continuous sEMG Signals to Discrete Muscle State Tokens: A Robust and Interpretable Representation Framework
by: Chen, Yuepeng, 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)

Translating Signals to Languages for sEMG-Based Activity Recognition
by: Wang, Ming, et al.
Published: (2026)

ALVI Interface: Towards Full Hand Motion Decoding for Amputees Using sEMG
by: Kovalev, Aleksandr, et al.
Published: (2025)

ReactEMG: Stable, Low-Latency Intent Detection from sEMG via Masked Modeling
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)

Evaluating the Effectiveness of sEMG Biofeedback for Posture Training and Scoliosis Management
by: Yiu-Hong Wong, et al.
Published: (2026)

Typing Reinvented: Towards Hands-Free Input via sEMG
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)

Accurate and Noninvasive Dysphagia Assessment via a Soft High‐Density sEMG Electrode Array Conformal to the Submental and Infrahyoid Muscles
by: Weijie Hong, et al.
Published: (2025)

Physics-Embedded Neural Networks for sEMG-based Continuous Motion Estimation
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)

Heterogeneous Population Encoding for Multi-joint Regression using sEMG Signals
by: Baracat, Farah, et al.
Published: (2025)

Residual Attention‐Based Hybrid Neural Network for sEMG Gesture Recognition
by: Haozhu Wang, et al.
Published: (2025)

On Optimizing Electrode Configuration for Wrist-Worn sEMG-Based Thumb Gesture Recognition
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)

REACT: A Conditioning Framework for User-Adaptive sEMG Hand Pose Estimation
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)

WaveFormer: A Lightweight Transformer Model for sEMG-based Gesture Recognition
by: Chen, Yanlong, et al.
Published: (2025)

emg2tendon: From sEMG Signals to Tendon Control in Musculoskeletal Hands
by: Verma, Sagar
Published: (2025)

Improved Pedestrian Location Method for the Indoor Environment Based on MIMU and sEMG Sensors
by: Xu Ling, et al.
Published: (2024)

GEGLU-Transformer for IMU-to-EMG Estimation with Few-Shot Adaptation
by: Mihailovic, Miroljub, et al.
Published: (2026)

Wearable and Ultra-Low-Power Fusion of EMG and A-Mode US for Hand-Wrist Kinematic Tracking
by: Spacone, Giusy, et al.
Published: (2025)

Time2Vec Transformer for Robust Gesture Recognition from Low-Density sEMG
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)

High-speed Low-consumption sEMG-based Transient-state micro-Gesture Recognition
by: Han, Youfang, et al.
Published: (2024)

sEMG-based Fine-grained Gesture Recognition via Improved LightGBM Model
by: Qiao, Xiupeng, et al.
Published: (2024)

Comparison of sEMG Encoding Accuracy Across Speech Modes Using Articulatory and Phoneme Features
by: Le, Chenqian, et al.
Published: (2026)

Muscle Force Dynamics Across Increasing Squat Intensity Conditions in Elite Powerlifters
by: Alexander Pürzel, et al.
Published: (2025)

Accurate and Noninvasive Dysphagia Assessment via a Soft High‐Density sEMG Electrode Array Conformal to the Submental and Infrahyoid Muscles (Adv. Sci. 25/2025)
by: Weijie Hong, et al.
Published: (2025)

Long-Term Upper-Limb Prosthesis Myocontrol via High-Density sEMG and Incremental Learning
by: Di Domenico, Dario, et al.
Published: (2024)

supDQN: Supervised Rewarding Strategy Driven Deep Q-Network for sEMG Signal Decontamination
by: Jena, Ashutosh, et al.
Published: (2024)