Neural Circuit Fault Diagnosis

This research cluster focuses on the application of neural network techniques for diagnosing faults within electrical circuits. It explores various neural optimization models and their effectiveness in detecting and resolving circuit anomalies.

Neural Networks
Circuit Diagnosis
Fault Tolerance
Optimization
Signal Processing

4,261 papers

Parent topic: Intelligent Systems and Learning

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Papers Over Time

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Top Papers

Simple 'Neural' Optimization Networks: An A/D Converter, Signal Decision Circuit, And A Linear Programming Circuit

1986 · 1,783 citations

An Integral Charge Control Model Of Bipolar Transistors

1970 · 473 citations

Multiple Attractors In A Non-Ideal Active Voltage-Controlled Memristor Based Chua's Circuit

2016 · 244 citations

Railway Track Circuit Fault Diagnosis Using Recurrent Neural Networks

2017 · 231 citations

RideNN: A New Rider Optimization Algorithm-Based Neural Network For Fault Diagnosis In Analog Circuits

2019 · 229 citations

Battery Fault Diagnosis For Electric Vehicles Based On Voltage Abnormality By Combining The Long Short-Term Memory Neural Network And The Equivalent Circuit Model

2021 · 218 citations

Detection Of PCB Surface Defects With Improved Faster-RCNN And Feature Pyramid Network

2020 · 209 citations

Fault Diagnosis Of Electric Power Systems Based On Fuzzy Reasoning Spiking Neural P Systems

2015 · 201 citations

Analog Fault Diagnosis Of Actual Circuits Using Neural Networks

2002 · 192 citations

An Efficient Bayesian Optimization Approach For Automated Optimization Of Analog Circuits

2018 · 187 citations

Fractional-Order Memristor-Based Chua's Circuit

2010 · 186 citations

A New Neural-Network-Based Fault Diagnosis Approach For Analog Circuits By Using Kurtosis And Entropy As A Preprocessor

2010 · 172 citations

Deep Decoupling Convolutional Neural Network For Intelligent Compound Fault Diagnosis

2019 · 169 citations

Fuzzy Reasoning Spiking Neural P System For Fault Diagnosis

2013 · 168 citations

BLADES: An Artificial Intelligence Approach To Analog Circuit Design

1989 · 165 citations

Fault Detection And Classification Using Artificial Neural Networks

2018 · 144 citations

Deep Coupled Dense Convolutional Network With Complementary Data For Intelligent Fault Diagnosis

2019 · 142 citations

Fault Diagnosis For Small Samples Based On Attention Mechanism

2022 · 141 citations

Deep Learning-Based Solar-Cell Manufacturing Defect Detection With Complementary Attention Network

2021 · 131 citations

Detection Of Solder Paste Defects With An Optimization‐Based Deep Learning Model Using Image Processing Techniques

2021 · 128 citations