Cover Image

Inter-Subject Variance Transfer Learning for EMG Pattern Classification Based on Bayesian Inference

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Yoneda, Seitaro, Furui, Akira
Format:	Preprint
Published:	2025
Subjects:	Signal Processing Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Recognition of Unseen Combined Motions via Convex Combination-based EMG Pattern Synthesis for Myoelectric Control
by: Yazawa, Itsuki, et al.
Published: (2025)

Evaluating Classifier Confidence for Surface EMG Pattern Recognition
by: Furui, Akira
Published: (2023)

VAE-Based Synthetic EMG Generation with Mix-Consistency Loss for Recognizing Unseen Motion Combinations
by: Yazawa, Itsuki, et al.
Published: (2025)

EEG-Based Inter-Patient Epileptic Seizure Detection Combining Domain Adversarial Training with CNN-BiLSTM Network
by: Tazaki, Rina, et al.
Published: (2025)

Contrastive Learning for Sleep Staging based on Inter Subject Correlation
by: Zhang, Tongxu, et al.
Published: (2023)

CPEP: Contrastive Pose-EMG Pre-training Enhances Gesture Generalization on EMG Signals
by: Cui, Wenhui, et al.
Published: (2025)

Subject-Adaptive Transfer Learning Using Resting State EEG Signals for Cross-Subject EEG Motor Imagery Classification
by: An, Sion, et al.
Published: (2024)

CSSSTN: A Class-sensitive Subject-to-subject Semantic Style Transfer Network for EEG Classification in RSVP Tasks
by: Yang, Ziyue, et al.
Published: (2025)

MEET: Mixture of Experts Extra Tree-Based sEMG Hand Gesture Identification
by: Gehlot, Naveen, et al.
Published: (2024)

Hardware-Efficient EMG Decoding for Next-Generation Hand Prostheses
by: Kalbasi, Mohammad, et al.
Published: (2024)

Subject-Independent Deep Architecture for EEG-based Motor Imagery Classification
by: Sartipi, Shadi, et al.
Published: (2024)

Leveraging Convolutional Sparse Autoencoders for Robust Movement Classification from Low-Density sEMG
by: Hristov, Blagoj, et al.
Published: (2026)

Physics-Embedded Neural Networks for sEMG-based Continuous Motion Estimation
by: Heng, Wending, et al.
Published: (2025)

Subject-independent Classification of Meditative State from the Resting State using EEG
by: Panachakel, Jerrin Thomas, et al.
Published: (2025)

Cross-Subject and Cross-Montage EEG Transfer Learning via Individual Tangent Space Alignment and Spatial-Riemannian Feature Fusion
by: Lai-Tan, Nicole, et al.
Published: (2025)

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

TrustEMG-Net: Using Representation-Masking Transformer with U-Net for Surface Electromyography Enhancement
by: Wang, Kuan-Chen, et al.
Published: (2024)

SCFNet:A Transferable IIIC EEG Classification Network
by: Xu, Weijin
Published: (2024)

Are EEG Sequences Time Series? EEG Classification with Time Series Models and Joint Subject Training
by: Burchert, Johannes, et al.
Published: (2024)

Convergence Rate Maximization for Split Learning-based Control of EMG Prosthetic Devices
by: Marinova, Matea, et al.
Published: (2024)

Evolutionary Optimization of 1D-CNN for Non-contact Respiration Pattern Classification
by: Islam, Md Zobaer, et al.
Published: (2023)

FetalSleepNet: A Transfer Learning Framework with Spectral Equalisation Domain Adaptation for Fetal Sleep Stage Classification
by: Tang, Weitao, et al.
Published: (2025)

A Statistical Mixture-of-Experts Framework for EMG Artifact Removal in EEG: Empirical Insights and a Proof-of-Concept Application
by: Choi, Benjamin J., et al.
Published: (2025)

Joint Sparsity Pattern Learning Based Channel Estimation for Massive MIMO-OTFS Systems
by: Meng, Kuo, et al.
Published: (2024)

Calibration-Aware Bayesian Learning
by: Huang, Jiayi, et al.
Published: (2023)

EMGTTL: Transformers-Based Transfer Learning for Classification of ADL using Raw Surface EMG Signals
by: Kareemulla, Ashraf Ali, et al.
Published: (2024)

FORS-EMG: A Novel sEMG Dataset for Hand Gesture Recognition Across Multiple Forearm Orientations
by: Rumman, Umme, et al.
Published: (2024)

Calibrating Bayesian Learning via Regularization, Confidence Minimization, and Selective Inference
by: Huang, Jiayi, et al.
Published: (2024)

CoVariance Filters and Neural Networks over Hilbert Spaces
by: Battiloro, Claudio, et al.
Published: (2025)

Subject Representation Learning from EEG using Graph Convolutional Variational Autoencoders
by: Mishra, Aditya, et al.
Published: (2025)

Cross-Subject Generalization for EEG Decoding: A Survey of Deep Learning Methods
by: Li, Taida, et al.
Published: (2026)

Neural Nonlinear Shrinkage of Covariance Matrices for Minimum Variance Portfolio Optimization
by: Yang, Liusha, et al.
Published: (2026)

Tackling Electrode Shift In Gesture Recognition with HD-EMG Electrode Subsets
by: Pereira, Joao, et al.
Published: (2024)

Leveraging Self-Supervised Learning Methods for Remote Screening of Subjects with Paroxysmal Atrial Fibrillation
by: Atienza, Adrian, et al.
Published: (2025)

Robust Sparse Bayesian Learning Based on Minimum Error Entropy for Noisy High-Dimensional Brain Activity Decoding
by: Li, Yuanhao, et al.
Published: (2025)

Surface EMG Profiling in Parkinson's Disease: Advancing Severity Assessment with GCN-SVM
by: Cieślak, Daniel, et al.
Published: (2025)

CardioPatternFormer: Pattern-Guided Attention for Interpretable ECG Classification with Transformer Architecture
by: Uğraş, Berat Kutay, et al.
Published: (2025)

A Benchmark Study of Deep Learning Methods for Multi-Label Pediatric Electrocardiogram-Based Cardiovascular Disease Classification
by: Chen, Yiqiao
Published: (2025)

Emotion Detection from EEG using Transfer Learning
by: Sidharth, Sidharth, et al.
Published: (2023)

Transfer Learning in Human Activity Recognition: A Survey
by: Dhekane, Sourish Gunesh, et al.
Published: (2024)