EMGTTL: Transformers-Based Transfer Learning for Classification of ADL using Raw Surface EMG Signals
Fuente:
arXiv
Saved in:
| Main Authors: | Kareemulla, Ashraf Ali, Sanodiya, Rakesh Kumar, Turlapaty, Anish Chand, Naidu, Surya |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
An Improved Compound Gaussian Model for Bivariate Surface EMG Signals Related to Strength Training
by: Kusuru, Durgesh, et al.
Published: (2023)
by: Kusuru, Durgesh, et al.
Published: (2023)
EMG Signal Classification for Neuromuscular Disorders with Attention-Enhanced CNN
by: Rahman, Md. Toufiqur, et al.
Published: (2023)
by: Rahman, Md. Toufiqur, et al.
Published: (2023)
Inter-Subject Variance Transfer Learning for EMG Pattern Classification Based on Bayesian Inference
by: Yoneda, Seitaro, et al.
Published: (2025)
by: Yoneda, Seitaro, et al.
Published: (2025)
ResEMGNet: A Lightweight Residual Deep Learning Architecture for Neuromuscular Disorder Detection from Raw EMG Signals
by: Rahman, Minhajur, et al.
Published: (2023)
by: Rahman, Minhajur, et al.
Published: (2023)
Multi-cell mMIMO IRS Systems With Impairments and Aging: Phase Optimization and Receiver Design
by: Munagala, Rakesh, et al.
Published: (2023)
by: Munagala, Rakesh, et al.
Published: (2023)
Federated Transfer Learning Aided Interference Classification in GNSS Signals
by: Jiang, Min, et al.
Published: (2024)
by: Jiang, Min, et al.
Published: (2024)
supDQN: Supervised Rewarding Strategy Driven Deep Q-Network for sEMG Signal Decontamination
by: Jena, Ashutosh, et al.
Published: (2024)
by: Jena, Ashutosh, et al.
Published: (2024)
CPEP: Contrastive Pose-EMG Pre-training Enhances Gesture Generalization on EMG Signals
by: Cui, Wenhui, et al.
Published: (2025)
by: Cui, Wenhui, et al.
Published: (2025)
BIONIX: A Wireless, Low-Cost Prosthetic Arm with Dual-Signal EEG and EMG Control
by: Kumar, Pranesh Sathish
Published: (2025)
by: Kumar, Pranesh Sathish
Published: (2025)
RIS-MAE: A Self-Supervised Modulation Classification Method Based on Raw IQ Signals and Masked Autoencoder
by: Liu, Yunfei, et al.
Published: (2025)
by: Liu, Yunfei, et al.
Published: (2025)
Deep-Learning-Based Classification of Digitally Modulated Signals
by: Snoap, John A.
Published: (2025)
by: Snoap, John A.
Published: (2025)
TrustEMG-Net: Using Representation-Masking Transformer with U-Net for Surface Electromyography Enhancement
by: Wang, Kuan-Chen, et al.
Published: (2024)
by: Wang, Kuan-Chen, 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)
Evaluating Classifier Confidence for Surface EMG Pattern Recognition
by: Furui, Akira
Published: (2023)
by: Furui, Akira
Published: (2023)
Confidence-Based Self-Training for EMG-to-Speech: Leveraging Synthetic EMG for Robust Modeling
by: Chen, Xiaodan, et al.
Published: (2025)
by: Chen, Xiaodan, et al.
Published: (2025)
Deep Learning-based Classification of Dementia using Image Representation of Subcortical Signals
by: Ranjan, Shivani, et al.
Published: (2024)
by: Ranjan, Shivani, et al.
Published: (2024)
EEG-EMG FAConformer: Frequency Aware Conv-Transformer for the fusion of EEG and EMG
by: He, ZhengXiao, et al.
Published: (2024)
by: He, ZhengXiao, et al.
Published: (2024)
Comparison of Classification Algorithms for COVID19 Detection using Cough Acoustic Signals
by: Erdoğan, Yunus Emre, et al.
Published: (2022)
by: Erdoğan, Yunus Emre, et al.
Published: (2022)
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)
Hyperdimensional Computing for ADHD Classification using EEG Signals
by: Colonnese, Federica, et al.
Published: (2025)
by: Colonnese, Federica, et al.
Published: (2025)
Variational Message Passing-based Multiobject Tracking for MIMO-Radars using Raw Sensor Signals
by: Westerkam, Anders Malthe, et al.
Published: (2025)
by: Westerkam, Anders Malthe, et al.
Published: (2025)
Signal Transformation for Effective Multi-Channel Signal Processing
by: Kopparapu, Sunil Kumar
Published: (2024)
by: Kopparapu, Sunil Kumar
Published: (2024)
UniPhyNet: A Unified Network For Multimodal Physiological Raw Signal Classification
by: Qiu, Renxiang, et al.
Published: (2025)
by: Qiu, Renxiang, et al.
Published: (2025)
Beam Selection in ISAC using Contextual Bandit with Multi-modal Transformer and Transfer Learning
by: Farzanullah, Mohammad, et al.
Published: (2025)
by: Farzanullah, Mohammad, et al.
Published: (2025)
Incremental Learning-Based Open-Set Classification of Unknown UAVs via RF Signal Semantics
by: Liu, Julie, et al.
Published: (2026)
by: Liu, Julie, et al.
Published: (2026)
Learning Dirac Spectral Transforms for Topological Signals
by: Di Nino, Leonardo, et al.
Published: (2026)
by: Di Nino, Leonardo, et al.
Published: (2026)
A Variational Message Passing Framework for Multi-Sensor Multi-Object Tracking using Raw Radar Signals
by: Westerkam, Anders Malthe, et al.
Published: (2026)
by: Westerkam, Anders Malthe, et al.
Published: (2026)
Transfer Learning Guided Noise Reduction for Automatic Modulation Classification
by: Ji, Zelin, et al.
Published: (2024)
by: Ji, Zelin, et al.
Published: (2024)
Hardware-Efficient EMG Decoding for Next-Generation Hand Prostheses
by: Kalbasi, Mohammad, et al.
Published: (2024)
by: Kalbasi, Mohammad, et al.
Published: (2024)
SMCNet: Supervised Surface Material Classification Using mmWave Radar IQ Signals and Complex-valued CNNs
by: Hägele, Stefan, et al.
Published: (2026)
by: Hägele, Stefan, et al.
Published: (2026)
Model-Based Deep Learning Tuning of Reconfigurable Intelligent Surface for OFDM Radar Interference Mitigation
by: Parchekani, Ali, et al.
Published: (2025)
by: Parchekani, Ali, et al.
Published: (2025)
Transformer Based Tissue Classification in Robotic Needle Biopsy
by: Wang, Fanxin, et al.
Published: (2024)
by: Wang, Fanxin, et al.
Published: (2024)
Leveraging Vision Transformers for Enhanced Classification of Emotions using ECG Signals
by: Indrasiri, Pubudu L., et al.
Published: (2025)
by: Indrasiri, Pubudu L., et al.
Published: (2025)
Advancements in Signal Processing and Control Systems Using Z and L-Transforms
by: Jeeva, A., et al.
Published: (2024)
by: Jeeva, A., et al.
Published: (2024)
Quantum Support Vector Machine-Based Classification of GPS Signal Reception Conditions
by: Jeong, Suhui, et al.
Published: (2024)
by: Jeong, Suhui, et al.
Published: (2024)
Three-Way Emotion Classification of EEG-based Signals using Machine Learning
by: Purwar, Ashna, et al.
Published: (2026)
by: Purwar, Ashna, et al.
Published: (2026)
Biomedical Signal Processing: EEG and ECG Classification with Discrete Wavelet Transforms, Energy Distribution, and Convolutional Neural Networks
by: London, Justin
Published: (2025)
by: London, Justin
Published: (2025)
Towards Fault Diagnosis in Induction Motor using Fractional Fourier Transform
by: Ali, Usman
Published: (2024)
by: Ali, Usman
Published: (2024)
Signal and Noise Classification in Bio-Signals via unsupervised Machine Learning
by: Paudel, Sansrit
Published: (2025)
by: Paudel, Sansrit
Published: (2025)
Self-Supervised Learning via VICReg Enables Training of EMG Pattern Recognition Using Continuous Data with Unclear Labels
by: Raghu, Shriram Tallam Puranam, et al.
Published: (2024)
by: Raghu, Shriram Tallam Puranam, et al.
Published: (2024)
Similar Items
-
An Improved Compound Gaussian Model for Bivariate Surface EMG Signals Related to Strength Training
by: Kusuru, Durgesh, et al.
Published: (2023) -
EMG Signal Classification for Neuromuscular Disorders with Attention-Enhanced CNN
by: Rahman, Md. Toufiqur, et al.
Published: (2023) -
Inter-Subject Variance Transfer Learning for EMG Pattern Classification Based on Bayesian Inference
by: Yoneda, Seitaro, et al.
Published: (2025) -
ResEMGNet: A Lightweight Residual Deep Learning Architecture for Neuromuscular Disorder Detection from Raw EMG Signals
by: Rahman, Minhajur, et al.
Published: (2023) -
Multi-cell mMIMO IRS Systems With Impairments and Aging: Phase Optimization and Receiver Design
by: Munagala, Rakesh, et al.
Published: (2023)