QiVC-Net: Quantum-Inspired Variational Convolutional Network, with Application to Biosignal Classification
Fuente:
arXiv
Saved in:
| Main Authors: | Golnari, Amin, Yousefi, Jamileh, Moheimani, Reza, Sanei, Saeid |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Physiologically Grounded Driver Behavior Classification: SHAP-Driven Elite Feature Selection and Hybrid Gradient Boosting for Multimodal Physiological Signals
by: Askari, Sahar, et al.
Published: (2026)
by: Askari, Sahar, et al.
Published: (2026)
Spatial Adaptation Layer: Interpretable Domain Adaptation For Biosignal Sensor Array Applications
by: Pereira, Joao, et al.
Published: (2024)
by: Pereira, Joao, et al.
Published: (2024)
Scaling to Multimodal and Multichannel Heart Sound Classification with Synthetic and Augmented Biosignals
by: Marocchi, Milan, et al.
Published: (2025)
by: Marocchi, Milan, et al.
Published: (2025)
Respiratory Disease Classification and Biometric Analysis Using Biosignals from Digital Stethoscopes
by: Casado, Constantino Álvarez, et al.
Published: (2023)
by: Casado, Constantino Álvarez, et al.
Published: (2023)
Clinical translation of machine learning algorithms for seizure detection in scalp electroencephalography: systematic review
by: Moutonnet, Nina, et al.
Published: (2024)
by: Moutonnet, Nina, et al.
Published: (2024)
New Test-Time Scenario for Biosignal: Concept and Its Approach
by: Jo, Yong-Yeon, et al.
Published: (2024)
by: Jo, Yong-Yeon, et al.
Published: (2024)
Uncertainty Quantification in Machine Learning for Biosignal Applications -- A Review
by: de Jong, Ivo Pascal, et al.
Published: (2023)
by: de Jong, Ivo Pascal, et al.
Published: (2023)
sleep2vec: Unified Cross-Modal Alignment for Heterogeneous Nocturnal Biosignals
by: Yuan, Weixuan, et al.
Published: (2026)
by: Yuan, Weixuan, et al.
Published: (2026)
Knowledge Distillation and Enhanced Subdomain Adaptation Using Graph Convolutional Network for Resource-Constrained Bearing Fault Diagnosis
by: Kavianpour, Mohammadreza, et al.
Published: (2025)
by: Kavianpour, Mohammadreza, et al.
Published: (2025)
Large-scale Training of Foundation Models for Wearable Biosignals
by: Abbaspourazad, Salar, et al.
Published: (2023)
by: Abbaspourazad, Salar, et al.
Published: (2023)
Frequency-Aware Masked Autoencoders for Multimodal Pretraining on Biosignals
by: Liu, Ran, et al.
Published: (2023)
by: Liu, Ran, et al.
Published: (2023)
Convolutional Fourier Analysis Network (CFAN): A Unified Time-Frequency Approach for ECG Classification
by: Jeong, Sam, et al.
Published: (2025)
by: Jeong, Sam, et al.
Published: (2025)
UniPhyNet: A Unified Network For Multimodal Physiological Raw Signal Classification
by: Qiu, Renxiang, et al.
Published: (2025)
by: Qiu, Renxiang, et al.
Published: (2025)
Real-Time Stress Detection via Photoplethysmogram Signals: Implementation of a Combined Continuous Wavelet Transform and Convolutional Neural Network on Resource-Constrained Microcontrollers
by: Hasanpoor, Yasin, et al.
Published: (2024)
by: Hasanpoor, Yasin, et al.
Published: (2024)
Subject Representation Learning from EEG using Graph Convolutional Variational Autoencoders
by: Mishra, Aditya, et al.
Published: (2025)
by: Mishra, Aditya, et al.
Published: (2025)
Physiology-Aware Masked Cross-Modal Reconstruction for Biosignal Representation Learning
by: Zhou, Hao, et al.
Published: (2026)
by: Zhou, Hao, et al.
Published: (2026)
PaperNet: Efficient Temporal Convolutions and Channel Residual Attention for EEG Epilepsy Detection
by: Sajid, Md Shahriar, et al.
Published: (2025)
by: Sajid, Md Shahriar, et al.
Published: (2025)
Directed Acyclic Graph Convolutional Networks
by: Rey, Samuel, et al.
Published: (2025)
by: Rey, Samuel, et al.
Published: (2025)
Binarized Simplicial Convolutional Neural Networks
by: Yan, Yi, et al.
Published: (2024)
by: Yan, Yi, et al.
Published: (2024)
Manifold-Aware Diffusion-Augmented Contrastive Learning for Noise-Robust Biosignal Representation
by: Zewail, Rami
Published: (2025)
by: Zewail, Rami
Published: (2025)
ECG Classification System for Arrhythmia Detection Using Convolutional Neural Networks
by: Odugoudar, Aryan, et al.
Published: (2023)
by: Odugoudar, Aryan, et al.
Published: (2023)
The Transferability of Downsamped Sparse Graph Convolutional Networks
by: Shu, Qinji, et al.
Published: (2024)
by: Shu, Qinji, et al.
Published: (2024)
Coronary Artery Disease Classification Using One-dimensional Convolutional Neural Network
by: Phoemsuk, Atitaya, et al.
Published: (2024)
by: Phoemsuk, Atitaya, et al.
Published: (2024)
Bayesian Functional Connectivity and Graph Convolutional Network for Working Memory Load Classification
by: Gangapuram, Harshini, et al.
Published: (2024)
by: Gangapuram, Harshini, et al.
Published: (2024)
Multi-Target Tracking with Transferable Convolutional Neural Networks
by: Owerko, Damian, et al.
Published: (2022)
by: Owerko, Damian, et al.
Published: (2022)
Parkinson's Disease Classification via EEG: All You Need is a Single Convolutional Layer
by: Anjum, Md Fahim
Published: (2024)
by: Anjum, Md Fahim
Published: (2024)
On the Stability of Graph Convolutional Neural Networks: A Probabilistic Perspective
by: Zhang, Ning, et al.
Published: (2025)
by: Zhang, Ning, et al.
Published: (2025)
Solving Large-scale Spatial Problems with Convolutional Neural Networks
by: Owerko, Damian, et al.
Published: (2023)
by: Owerko, Damian, et al.
Published: (2023)
NeuroLingua: A Language-Inspired Hierarchical Framework for Multimodal Sleep Stage Classification Using EEG and EOG
by: Samaee, Mahdi, et al.
Published: (2025)
by: Samaee, Mahdi, et al.
Published: (2025)
EEG-GMACN: Interpretable EEG Graph Mutual Attention Convolutional Network
by: Ye, Haili, et al.
Published: (2024)
by: Ye, Haili, et al.
Published: (2024)
Angle-Equivariant Convolutional Neural Networks for Interference Mitigation in Automotive Radar
by: Oswald, Christian, et al.
Published: (2023)
by: Oswald, Christian, et al.
Published: (2023)
PIKAN: Physics-Inspired Kolmogorov-Arnold Networks for Explainable UAV Channel Modelling
by: Tekbıyık, Kürşat, et al.
Published: (2025)
by: Tekbıyık, Kürşat, et al.
Published: (2025)
PHemoNet: A Multimodal Network for Physiological Signals
by: Lopez, Eleonora, et al.
Published: (2024)
by: Lopez, Eleonora, et al.
Published: (2024)
Reciprocity-Aware Convolutional Neural Networks for Map-Based Path Loss Prediction
by: Dempsey, Ryan G., et al.
Published: (2025)
by: Dempsey, Ryan G., et al.
Published: (2025)
BioTrain: Sub-MB, Sub-50mW On-Device Fine-Tuning for Edge-AI on Biosignals
by: Wang, Run, et al.
Published: (2026)
by: Wang, Run, et al.
Published: (2026)
Map-Based Path Loss Prediction in Multiple Cities Using Convolutional Neural Networks
by: Dempsey, Ryan G., et al.
Published: (2024)
by: Dempsey, Ryan G., et al.
Published: (2024)
Detecting train driveshaft damages using accelerometer signals and Differential Convolutional Neural Networks
by: Galdo, Antía López, et al.
Published: (2022)
by: Galdo, Antía López, et al.
Published: (2022)
Self-Supervised Autoencoder Network for Robust Heart Rate Extraction from Noisy Photoplethysmogram: Applying Blind Source Separation to Biosignal Analysis
by: Webster, Matthew B., et al.
Published: (2025)
by: Webster, Matthew B., et al.
Published: (2025)
The Case for Cleaner Biosignals: High-fidelity Neural Compressor Enables Transfer from Cleaner iEEG to Noisier EEG
by: Carzaniga, Francesco Stefano, et al.
Published: (2025)
by: Carzaniga, Francesco Stefano, et al.
Published: (2025)
Bayesian Time-Series Classifier for Decoding Simple Visual Stimuli from Intracranial Neural Activity
by: Ziaei, Navid, et al.
Published: (2023)
by: Ziaei, Navid, et al.
Published: (2023)
Similar Items
-
Physiologically Grounded Driver Behavior Classification: SHAP-Driven Elite Feature Selection and Hybrid Gradient Boosting for Multimodal Physiological Signals
by: Askari, Sahar, et al.
Published: (2026) -
Spatial Adaptation Layer: Interpretable Domain Adaptation For Biosignal Sensor Array Applications
by: Pereira, Joao, et al.
Published: (2024) -
Scaling to Multimodal and Multichannel Heart Sound Classification with Synthetic and Augmented Biosignals
by: Marocchi, Milan, et al.
Published: (2025) -
Respiratory Disease Classification and Biometric Analysis Using Biosignals from Digital Stethoscopes
by: Casado, Constantino Álvarez, et al.
Published: (2023) -
Clinical translation of machine learning algorithms for seizure detection in scalp electroencephalography: systematic review
by: Moutonnet, Nina, et al.
Published: (2024)