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Incipient fault diagnosis of analog circuits based on wavelet transform and improved deep convolutional neural network

https://doi.org/10.1587/elex.18.20210174
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-319-46478-7_31openalex-snapshot
A Discriminative Feature Learning Approach for Deep Face Recognition
inferredcites →https://doi.org/10.1007/s00034-013-9614-3openalex-snapshot
Diagnostics of Analog Circuits Based on LS-SVM Using Time-Domain Features
inferredcites →https://doi.org/10.1007/s10470-014-0373-2openalex-snapshot
A new swarm-SVM-based fault diagnosis approach for switched current circuit by using kurtosis and entropy as a preprocessor
inferredcites →https://doi.org/10.1007/s10470-016-0721-5openalex-snapshot
Statistical property feature extraction based on FRFT for fault diagnosis of analog circuits
inferredcites →https://doi.org/10.1007/s10836-014-5445-9openalex-snapshot
Soft Fault Diagnosis of Analog Circuits via Frequency Response Function Measurements
inferredcites →https://doi.org/10.1007/s10836-016-5597-xopenalex-snapshot
The Faults Diagnostic Analysis for Analog Circuit Based on FA-TM-ELM
inferredcites →https://doi.org/10.1016/j.asoc.2011.10.002openalex-snapshot
A novel neural-network approach of analog fault diagnosis based on kernel discriminant analysis and particle swarm optimization
inferredcites →https://doi.org/10.1016/j.measurement.2010.10.004openalex-snapshot
A novel approach of analog circuit fault diagnosis using support vector machines classifier
inferredcites →https://doi.org/10.1016/j.measurement.2011.11.018openalex-snapshot
A novel linear ridgelet network approach for analog fault diagnosis using wavelet-based fractal analysis and kernel PCA as preprocessors
inferredcites →https://doi.org/10.1016/j.measurement.2018.02.044openalex-snapshot
A novel approach for analog circuit fault diagnosis based on Deep Belief Network
inferredcites →https://doi.org/10.1016/j.neucom.2013.11.012openalex-snapshot
Improved diagnostics for the incipient faults in analog circuits using LSSVM based on PSO algorithm with Mahalanobis distance
inferredcites →https://doi.org/10.1016/j.neucom.2015.12.131openalex-snapshot
An improved SVM classifier based on double chains quantum genetic algorithm and its application in analogue circuit diagnosis
inferredcites →https://doi.org/10.1016/j.sigpro.2016.07.028openalex-snapshot
Fault diagnosis of rotary machinery components using a stacked denoising autoencoder-based health state identification
inferredcites →https://doi.org/10.1016/j.vlsi.2018.08.001openalex-snapshot
An accurate classifier based on adaptive neuro-fuzzy and features selection techniques for fault classification in analog circuits
inferredcites →https://doi.org/10.1016/j.ymssp.2015.11.014openalex-snapshot
Construction of hierarchical diagnosis network based on deep learning and its application in the fault pattern recognition of rolling element bearings
inferredcites →https://doi.org/10.1049/iet-smt.2018.5432openalex-snapshot
Feature extraction of analogue circuit fault signals via cross‐wavelet transform and variational Bayesian matrix factorisation
inferredcites →https://doi.org/10.1088/1361-6501/aaa33aopenalex-snapshot
Fault diagnosis for analog circuits utilizing time-frequency features and improved VVRKFA
inferredcites →https://doi.org/10.1109/access.2020.2968744openalex-snapshot
Data-Driven Feature Extraction for Analog Circuit Fault Diagnosis Using 1-D Convolutional Neural Network
inferredcites →https://doi.org/10.1109/icemi46757.2019.9101841openalex-snapshot
Analog Circuit Incipient Fault Diagnosis Using Deep Neural Network
inferredcites →https://doi.org/10.1109/tie.2012.2224074openalex-snapshot
Diagnostics and Prognostics Method for Analog Electronic Circuits
inferredcites →https://doi.org/10.1109/tie.2016.2582729openalex-snapshot
Real-Time Motor Fault Detection by 1-D Convolutional Neural Networks
inferredcites →https://doi.org/10.1109/tie.2016.2599142openalex-snapshot
Signal Model-Based Fault Coding for Diagnostics and Prognostics of Analog Electronic Circuits
inferredcites →https://doi.org/10.1109/tim.2002.1017726openalex-snapshot
Analog fault diagnosis of actual circuits using neural networks
inferredcites →https://doi.org/10.1109/tim.2007.904549openalex-snapshot
A Modular Fault-Diagnostic System for Analog Electronic Circuits Using Neural Networks With Wavelet Transform as a Preprocessor
inferredcites →https://doi.org/10.1109/tim.2009.2025068openalex-snapshot
A New Neural-Network-Based Fault Diagnosis Approach for Analog Circuits by Using Kurtosis and Entropy as a Preprocessor
inferredcites →https://doi.org/10.1109/tim.2018.2836058openalex-snapshot
RideNN: A New Rider Optimization Algorithm-Based Neural Network for Fault Diagnosis in Analog Circuits
inferredcites →https://doi.org/10.1109/tnnls.2016.2551940openalex-snapshot
Railway Track Circuit Fault Diagnosis Using Recurrent Neural Networks
inferredcites →https://doi.org/10.1587/elex.15.20180909openalex-snapshot
Short floating-point representation for convolutional neural network inference
inferredcites →https://doi.org/10.1587/elex.17.20200273openalex-snapshot
Current injection: a hardware method of adapting non-ideal effects of ReRAM based deep learning accelerator
inferredcites →https://doi.org/10.2478/v10178-010-0046-0openalex-snapshot
A Novel Approach of Analog Fault Classification Using a Support Vector Machines Classifier

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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inferred← citeshttps://doi.org/10.1007/s00034-023-02392-5openalex-snapshot
Soft Fault Diagnosis of Analog Circuits Based on Classification of GAF_RP Images With ResNet
inferred← citeshttps://doi.org/10.1007/s00034-024-02947-0openalex-snapshot
Intelligent Analog Circuit Soft Fault Diagnosis Based on Multi-level SWT and EM-PCA
inferred← citeshttps://doi.org/10.1007/s10470-024-02291-yopenalex-snapshot
A novel analog circuit fault diagnosis method based on multi-channel 1D-resnet and wavelet packet transform
inferred← citeshttps://doi.org/10.1016/j.apor.2024.104201openalex-snapshot
Shallow water source depth discrimination based on a vertical linear array using deep learning
inferred← citeshttps://doi.org/10.1016/j.asej.2026.104400openalex-snapshot
Hybrid Satin Bowerbird–Egret Swarm optimization driven iterative temporal CNN for high-accuracy analog circuit fault diagnosis
inferred← citeshttps://doi.org/10.1016/j.measurement.2022.111433openalex-snapshot
Mechanical compound fault diagnosis via suppressing intra-class dispersions: A deep progressive shrinkage perspective
inferred← citeshttps://doi.org/10.1016/j.measurement.2022.111826openalex-snapshot
Composite fault diagnosis of analog circuit system using chaotic game optimization-assisted deep ELM-AE
inferred← citeshttps://doi.org/10.1016/j.measurement.2022.112100openalex-snapshot
An intelligent diagnosis method using fault feature regions for untrained compound faults of rolling bearings
inferred← citeshttps://doi.org/10.1016/j.sasc.2025.200184openalex-snapshot
Application of hybrid ant colony algorithm to the design of analog wavelet optimized circuits
inferred← citeshttps://doi.org/10.1016/j.sna.2023.114274openalex-snapshot
Module-level soft fault detection method for typical underwater acoustic sensing system
inferred← citeshttps://doi.org/10.1063/5.0272906openalex-snapshot
Multi-source partial discharge interference suppression and signal separation for fault diagnosis in HVDC gas-insulated lines
inferred← citeshttps://doi.org/10.1109/access.2025.3644032openalex-snapshot
Counterfactual Inference for Early Parametric Drift Fault Diagnosis in Analog Circuits
inferred← citeshttps://doi.org/10.1109/etfg55873.2023.10408580openalex-snapshot
Bearing Fault Classification using Temporal Features for Wind Turbine Application: Harnessing Neural and Non-Neural Techniques
inferred← citeshttps://doi.org/10.1109/jsen.2022.3188533openalex-snapshot
Bearing Fault Detection Based on Improved Multiscale Dispersion Entropy and Single Value Classification
inferred← citeshttps://doi.org/10.1109/phm-yantai55411.2022.9941966openalex-snapshot
An Incipient Fault Diagnosis Method Based on Spatio-Temporal Center Network for Analog Circuits
inferred← citeshttps://doi.org/10.1109/tim.2022.3171608openalex-snapshot
A New Multisensor Information Fusion Technique Using Processed Images: Algorithms and Application on Hydraulic Components
inferred← citeshttps://doi.org/10.1117/12.3033082openalex-snapshot
An analog circuit soft fault diagnosis method based on Boruta feature selection and LightGBM model
inferred← citeshttps://doi.org/10.1371/journal.pone.0291660openalex-snapshot
A novel fault diagnosis method for second-order bandpass filter circuit based on TQWT-CNN
inferred← citeshttps://doi.org/10.1587/elex.23.20250749openalex-snapshot
Hierarchical reverse model for automated analog integrated circuit sizing
inferred← citeshttps://doi.org/10.2478/amns.2023.2.01163openalex-snapshot
Fault diagnosis of analogue circuits based on artificial intelligence algorithms
inferred← citeshttps://doi.org/10.3390/app12031675openalex-snapshot
A Novel Fault Diagnosis Method for Analog Circuits Based on Multi-Input Deep Residual Networks with an Improved Empirical Wavelet Transform
inferred← citeshttps://doi.org/10.3390/electronics13061123openalex-snapshot
A Method of Diagnosing Analog Circuit Soft Faults Using Boruta Features and LightGBM
inferred← citeshttps://doi.org/10.3390/sym16060720openalex-snapshot
A Fault Diagnosis Method for Analog Circuits Based on Improved TQWT and Inception Model
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