Cover Image

sEMG-Based Joint Angle Estimation via Hierarchical Spiking Attentional Feature Decomposition Network

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhou, Xin, Lin, Chuang, Wang, Can, Peng, Xiaojiang
Format:	Preprint
Published:	2024
Subjects:	Human-Computer Interaction
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

On Optimizing Electrode Configuration for Wrist-Worn sEMG-Based Thumb Gesture Recognition
by: Zhong, Wenjuan, et al.
Published: (2026)

Typing Reinvented: Towards Hands-Free Input via sEMG
by: Lee, Kunwoo, et al.
Published: (2025)

REACT: A Conditioning Framework for User-Adaptive sEMG Hand Pose Estimation
by: Xie, Eric, et al.
Published: (2026)

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

sEMG-based Gesture-Free Hand Intention Recognition: System, Dataset, Toolbox, and Benchmark Results
by: Li, Hongxin, et al.
Published: (2024)

SpGesture: Source-Free Domain-adaptive sEMG-based Gesture Recognition with Jaccard Attentive Spiking Neural Network
by: Guo, Weiyu, et al.
Published: (2024)

New Synthetic Goldmine: Hand Joint Angle-Driven EMG Data Generation Framework for Micro-Gesture Recognition
by: Wang, Nana, et al.
Published: (2025)

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

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

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

From Continuous sEMG Signals to Discrete Muscle State Tokens: A Robust and Interpretable Representation Framework
by: Chen, Yuepeng, et al.
Published: (2026)

SPECTRE: Spectral Pre-training Embeddings with Cylindrical Temporal Rotary Position Encoding for Fine-Grained sEMG-Based Movement Decoding
by: Weng, Zihan, et al.
Published: (2025)

EMG-UP: Unsupervised Personalization in Cross-User EMG Gesture Recognition
by: Wang, Nana, et al.
Published: (2025)

Simultaneous Control of Human Hand Joint Positions and Grip Force via HD-EMG and Deep Learning
by: Rahimi, Farnaz, et al.
Published: (2024)

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

SparseEMG: Computational Design of Sparse EMG Layouts for Sensing Gestures
by: Kumar, Anand, et al.
Published: (2025)

Effective and Efficient Intracortical Brain Signal Decoding with Spiking Neural Networks
by: Fu, Haotian, et al.
Published: (2024)

EMG-Driven Stiffness-Modulating Palpation for Telerehabilitation
by: Kwok, Thomas M., et al.
Published: (2025)

IoT and Older Adults: Towards Multimodal EMG and AI-Based Interaction with Smart Home
by: Kopeć, Wiesław, et al.
Published: (2025)

Towards Cross-Subject EMG Pattern Recognition via Dual-Branch Adversarial Feature Disentanglement
by: Niu, Xinyue, et al.
Published: (2025)

Lightweight Test-Time Adaptation for EMG-Based Gesture Recognition
by: Touko, Nia, et al.
Published: (2026)

Spiking Neural Networks with Temporal Attention-Guided Adaptive Fusion for imbalanced Multi-modal Learning
by: Shen, Jiangrong, et al.
Published: (2025)

Hierarchical MoE: Continuous Multimodal Emotion Recognition with Incomplete and Asynchronous Inputs
by: Zhu, Yitong, et al.
Published: (2025)

Evaluating Joint Attention for Mixed-Presence Collaboration on Wall-Sized Displays
by: Coppens, Adrien, et al.
Published: (2025)

Integrated Control of Robotic Arm through EMG and Speech: Decision-Driven Multimodal Data Fusion
by: Mohd, Tauheed Khan, et al.
Published: (2024)

LowKeyEMG: Electromyographic typing with a reduced keyset
by: Lee, Johannes Y., et al.
Published: (2025)

Development of Immersive Virtual and Augmented Reality-Based Joint Attention Training Platform for Children with Autism
by: Samantaray, Ashirbad, et al.
Published: (2025)

ViStruct: Simulating Expert-Like Reasoning Through Task Decomposition and Visual Attention Cues
by: Huang, Oliver, et al.
Published: (2025)

Joint Contrastive Learning with Feature Alignment for Cross-Corpus EEG-based Emotion Recognition
by: Liu, Qile, et al.
Published: (2024)

Beyond Gaze Overlap: Analyzing Joint Visual Attention Dynamics Using Egocentric Data
by: Thennakoon, Kumushini, et al.
Published: (2025)

Learning from Brain Topography: A Hierarchical Local-Global Graph-Transformer Network for EEG Emotion Recognition
by: Zhou, Yijin, et al.
Published: (2026)

Improving the Sparse Structure Learning of Spiking Neural Networks from the View of Compression Efficiency
by: Shen, Jiangrong, et al.
Published: (2025)

Towards Multimodal Large-Language Models for Parent-Child Interaction: A Focus on Joint Attention
by: Shi, Weiyan, et al.
Published: (2025)

Reinforced Natural Language Interfaces via Entropy Decomposition
by: Wu, Xiaoran, et al.
Published: (2021)

NexusAI: Enabling Design Space Exploration of Ideas through Cognitive Abstraction and Functional Decomposition
by: Wang, Anqi, et al.
Published: (2026)

YouthCare: Building a Personalized Collaborative Video Censorship Tool to Support Parent-Child Joint Media Engagement
by: Zhao, Wenxin, et al.
Published: (2025)

An Adaptive Scoring Framework for Attention Assessment in NDD Children via Serious Games
by: Rehman, Abdul, et al.
Published: (2025)

AttenTrack: Mobile User Attention Awareness Based on Context and External Distractions
by: Lin, Yutong, et al.
Published: (2025)

Conch: Competitive Debate Analysis via Visualizing Clash Points and Hierarchical Strategies
by: Chen, Qianhe, et al.
Published: (2025)