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Research: Neural Networks and Fuzzy Systems

Research Areas

Approximate Dynamic Programming / Adaptive Critic Techniques

Experience Based Control and Context Discernment
Adaptive Critic Methods

Prestructuring Networks for Improved Training and Generalization

Bridging Symbolic AI with NN-based AI

Other Neural Network and Fuzzy System Items

Related Topics

Publications


Funding:

Computational Intelligence

Computational Intelligence: Adaptive Critics for Controller Design
NSF Grant no. ECS-9904378 (3 yr.; 1999-2002)
NASA P.O. L-17041 (1yr.; 2002-2003)
NSF Grant no. ECS-0301022 (3 yr.; 2003-2006)

Associated Courses

SYSC 575/EE 555 Artificial Neural Networks I

SYSC 576/EE 556 Artificial Neural Networks II

Interesting Links

IEEE Computational Intelligence Society

International Neural Network Society

Accurate Automation Corp.

Applied Computational Intelligence Lab at UMR

BYU Neural Nets and Machine Learning Lab