Adaptive Control with Neural Networks

This research area investigates the application of adaptive neural network techniques in control systems. It emphasizes methods to enhance stability and performance in controlling nonlinear systems.

adaptive control
neural networks
nonlinear systems
system stability
error detection

4,334 papers

Parent topic: Neural Network Architectures and Techniques

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Papers Over Time

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Top Papers

Stable Adaptive Neural Control Scheme For Nonlinear Systems

1996 · 1,235 citations

Localization Of A Neural System For Error Detection And Compensation

1994 · 933 citations

Experimental Demonstration Of Associative Memory With Memristive Neural Networks

2010 · 890 citations

Adaptive Neural Impedance Control Of A Robotic Manipulator With Input Saturation

2016 · 698 citations

Theory Of The Backpropagation Neural Network**Based On “Nonindent” By Robert Hecht-Nielsen, Which Appeared In Proceedings Of The International Joint Conference On Neural Networks 1, 593–611, June 1989. © 1989 IEEE.

1992 · 693 citations

Neural Networks For Nonlinear Dynamic System Modelling And Identification

1992 · 562 citations

Neural Network Design For Engineering Applications

2001 · 547 citations

Artificial Neural Network Methods For The Solution Of Second Order Boundary Value Problems

2019 · 473 citations

Delay-dependent Exponential Stability Analysis Of Delayed Neural Networks: An LMI Approach.

2002 · 379 citations

Neural-network Methods For Boundary Value Problems With Irregular Boundaries

2000 · 349 citations

Edge Of Chaos And Prediction Of Computational Performance For Neural Circuit Models

2007 · 339 citations

Principles Of Neural Design

2015 · 327 citations

Neural Synaptic Weighting With A Pulse-Based Memristor Circuit

2012 · 301 citations

Three-dimensional Memristor Circuits As Complex Neural Networks

2020 · 272 citations

An Artificial Neural Tactile Sensing System

2021 · 267 citations

Model For A Robust Neural Integrator

2002 · 255 citations

Cortical Ensemble Adaptation To Represent Velocity Of An Artificial Actuator Controlled By A Brain-Machine Interface

2005 · 249 citations

Nonlinear Adaptive Flight Control Using Neural Networks

1998 · 241 citations

A Review Of Artificial Neural Networks In The Constitutive Modeling Of Composite Materials

2021 · 237 citations

Artificial Neural Networks For Modelling And Control Of Non-Linear Systems

1996 · 233 citations