Synthetic Electroretinogram Signal Generation Using Conditional Generative Adversarial Network for Enhancing Classification of Autism Spectrum Disorder
Fuente:
arXiv
Saved in:
| Main Authors: | Kulyabin, Mikhail, Constable, Paul A., Zhdanov, Aleksei, Lee, Irene O., Skuse, David H., Thompson, Dorothy A., Maier, Andreas |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Light-Adapted Electroretinogram and Oscillatory Potentials (LEOPs) Dataset for Autism Spectrum Disorder and Typically Developing Individuals
by: Constable, Paul A., et al.
Published: (2026)
by: Constable, Paul A., et al.
Published: (2026)
Generating Synthetic Light‐Adapted Electroretinogram Waveforms Using Artificial Intelligence to Improve Classification of Retinal Conditions in Under‐Represented Populations
by: Mikhail Kulyabin, et al.
Published: (2024)
by: Mikhail Kulyabin, et al.
Published: (2024)
Generating synthetic light-adapted electroretinogram waveforms using Artificial Intelligence to improve classification of retinal conditions in under-represented populations
by: Kulyabin, Mikhail, et al.
Published: (2024)
by: Kulyabin, Mikhail, et al.
Published: (2024)
OCTDL: Optical Coherence Tomography Dataset for Image-Based Deep Learning Methods
by: Kulyabin, Mikhail, et al.
Published: (2023)
by: Kulyabin, Mikhail, et al.
Published: (2023)
Conditional Generative Adversarial Networks Based Inertial Signal Translation
by: Kolakowski, Marcin
Published: (2025)
by: Kolakowski, Marcin
Published: (2025)
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)
Improving EEG Signal Classification Accuracy Using Wasserstein Generative Adversarial Networks
by: Park, Joshua, et al.
Published: (2024)
by: Park, Joshua, et al.
Published: (2024)
Conditional Generative Adversarial Networks for Channel Estimation in RIS-Assisted ISAC Systems
by: Faisal, Alice, et al.
Published: (2025)
by: Faisal, Alice, et al.
Published: (2025)
A Deep-Generative Hybrid Model to Integrate Multimodal and Dynamic Connectivity for Predicting Spectrum-Level Deficits in Autism
by: D'Souza, Niharika Shimona, et al.
Published: (2020)
by: D'Souza, Niharika Shimona, et al.
Published: (2020)
Stitching the Spectrum: Semantic Spectrum Segmentation with Wideband Signal Stitching
by: Uvaydov, Daniel, et al.
Published: (2024)
by: Uvaydov, Daniel, et al.
Published: (2024)
ECGadv: Generating Adversarial Electrocardiogram to Misguide Arrhythmia Classification System
by: Chen, Huangxun, et al.
Published: (2019)
by: Chen, Huangxun, et al.
Published: (2019)
Spectrum Cognition: Semantic Situation for Next-Generation Spectrum Management
by: Zhang, Hao, et al.
Published: (2025)
by: Zhang, Hao, et al.
Published: (2025)
SCG With Your Phone: Diagnosis of Rhythmic Spectrum Disorders in Field Conditions
by: Golenderov, Peter, et al.
Published: (2026)
by: Golenderov, Peter, et al.
Published: (2026)
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)
Optimal Preprocessing for Joint Detection and Classification of Wireless Communication Signals in Congested Spectrum Using Computer Vision Methods
by: Kang, Xiwen, et al.
Published: (2024)
by: Kang, Xiwen, et al.
Published: (2024)
Deep-Learning-Based Classification of Digitally Modulated Signals
by: Snoap, John A.
Published: (2025)
by: Snoap, John A.
Published: (2025)
Adversarial Training: Enhancing Out-of-Distribution Generalization for Learning Wireless Resource Allocation
by: Liu, Shengjie, et al.
Published: (2025)
by: Liu, Shengjie, et al.
Published: (2025)
Generating Realistic Multi-Beat ECG Signals
by: Pöhl, Paul, et al.
Published: (2025)
by: Pöhl, Paul, et al.
Published: (2025)
Deep Domain-Adversarial Adaptation for Automatic Modulation Classification under Channel Variability
by: Shahriar, K. A.
Published: (2025)
by: Shahriar, K. A.
Published: (2025)
BRSR-OpGAN: Blind Radar Signal Restoration using Operational Generative Adversarial Network
by: Zahid, Muhammad Uzair, et al.
Published: (2024)
by: Zahid, Muhammad Uzair, et al.
Published: (2024)
Deep Learning Models for Conditioning Extremely Noisy Signals
by: Quezada, Andrea Faúndez, et al.
Published: (2024)
by: Quezada, Andrea Faúndez, et al.
Published: (2024)
Synthetic Waveform Generation for Satellite, HAPS, and 5G Base Station Positioning Reference Signal Using QuaDRiGa
by: Zheng, Hongzhao, et al.
Published: (2024)
by: Zheng, Hongzhao, et al.
Published: (2024)
Enhanced Generalized OFDM with Index Modulation
by: Ibrahim, A. Atef, et al.
Published: (2025)
by: Ibrahim, A. Atef, et al.
Published: (2025)
Unsupervised Clustering for Fault Analysis in High-Voltage Power Systems Using Voltage and Current Signals
by: Oelhaf, Julian, et al.
Published: (2025)
by: Oelhaf, Julian, et al.
Published: (2025)
On the Spectrum of OTFS/VOFDM Signals: PSD Analysis and Bandwidth Allocation
by: Wang, Wei, et al.
Published: (2026)
by: Wang, Wei, et al.
Published: (2026)
Discrete Spectrum Analysis of Vector OFDM Signals
by: Xia, Xiang-Gen, et al.
Published: (2024)
by: Xia, Xiang-Gen, et al.
Published: (2024)
Data Augmentation for Generating Synthetic Electrogastrogram Time Series
by: Miljković, Nadica, et al.
Published: (2023)
by: Miljković, Nadica, et al.
Published: (2023)
Composite Generalized Quadratic Noise Modulation via Signal Addition: Towards Higher Dimensional Noise Modulations
by: Zayyani, Hadi, et al.
Published: (2025)
by: Zayyani, Hadi, et al.
Published: (2025)
Generative Deep Learning and Signal Processing for Data Augmentation of Cardiac Auscultation Signals: Improving Model Robustness Using Synthetic Audio
by: Abbott, Leigh, et al.
Published: (2024)
by: Abbott, Leigh, et al.
Published: (2024)
Enhancing Activity Recognition After Stroke: Generative Adversarial Networks for Kinematic Data Augmentation
by: Hadley, Aaron J., et al.
Published: (2024)
by: Hadley, Aaron J., et al.
Published: (2024)
Maximizing Spectrum Efficiency of Data-Carrying Reference Signals via Bayesian Optimization
by: Kato, Taiki, et al.
Published: (2025)
by: Kato, Taiki, et al.
Published: (2025)
Stability and Generalization of Adversarial Diffusion Training
by: Hosseini, Hesam, et al.
Published: (2025)
by: Hosseini, Hesam, et al.
Published: (2025)
CSRD2025: A Large-Scale Synthetic Radio Dataset for Spectrum Sensing in Wireless Communications
by: Chang, Shuo, et al.
Published: (2025)
by: Chang, Shuo, et al.
Published: (2025)
Generalized Graph Signal Sampling by Difference-of-Convex Optimization
by: Yamashita, Keitaro, et al.
Published: (2023)
by: Yamashita, Keitaro, et al.
Published: (2023)
Generalized Graph Signal Reconstruction via the Uncertainty Principle
by: Zhao, Yanan, et al.
Published: (2024)
by: Zhao, Yanan, et al.
Published: (2024)
LSTM Framework for Classification of Radar and Communications Signals
by: Clerico, Victoria, et al.
Published: (2023)
by: Clerico, Victoria, et al.
Published: (2023)
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)
Synthetic Electrogram Generation with Variational Autoencoders for ECGI
by: Gutiérrez-Fernández, Miriam, et al.
Published: (2025)
by: Gutiérrez-Fernández, Miriam, 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)
Transfer Learning Enabled Transformer based Generative Adversarial Networks (TT-GAN) for Terahertz Channel Modeling and Generating
by: Hu, Zhengdong, et al.
Published: (2024)
by: Hu, Zhengdong, et al.
Published: (2024)
Similar Items
-
Light-Adapted Electroretinogram and Oscillatory Potentials (LEOPs) Dataset for Autism Spectrum Disorder and Typically Developing Individuals
by: Constable, Paul A., et al.
Published: (2026) -
Generating Synthetic Light‐Adapted Electroretinogram Waveforms Using Artificial Intelligence to Improve Classification of Retinal Conditions in Under‐Represented Populations
by: Mikhail Kulyabin, et al.
Published: (2024) -
Generating synthetic light-adapted electroretinogram waveforms using Artificial Intelligence to improve classification of retinal conditions in under-represented populations
by: Kulyabin, Mikhail, et al.
Published: (2024) -
OCTDL: Optical Coherence Tomography Dataset for Image-Based Deep Learning Methods
by: Kulyabin, Mikhail, et al.
Published: (2023) -
Conditional Generative Adversarial Networks Based Inertial Signal Translation
by: Kolakowski, Marcin
Published: (2025)