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IJCNN
2000
IEEE
14 years 4 months ago
A Constraint Learning Algorithm for Blind Source Separation
In Jutten’s blind separation algorithm, symmetrical distribution and statistical independence of the signal sources are assumed. When they are not satisfied, the learning proce...
Kenji Nakayama, Akihiro Hirano, Motoki Nitta
IJCNN
2000
IEEE
14 years 4 months ago
Predictive Multiple Model Switching Control with the Self-Organizing Map
—A predictive, multiple model control strategy is developed by extension of self-organizing map (SOM) local dynamic modeling of nonlinear autonomous systems to a control framewor...
Mark A. Motter
IJCNN
2000
IEEE
14 years 4 months ago
On Derivation of MLP Backpropagation from the Kelley-Bryson Optimal-Control Gradient Formula and Its Application
The well-known backpropagation (BP) derivative computation process for multilayer perceptrons (MLP) learning can be viewed as a simplified version of the Kelley-Bryson gradient f...
Eiji Mizutani, Stuart E. Dreyfus, Kenichi Nishio
IJCNN
2000
IEEE
14 years 4 months ago
Design and Evaluation of Neural Networks for Coin Recognition by Using GA and SA
In this paper, we propose a method to design a neural network(NN) by using a genetic algorithm(GA) and simulated annealing(SA). And also, in order to demonstrate the effectivenes...
Yasue Mitsukura, Minoru Fukumi, Norio Akamatsu
IJCNN
2000
IEEE
14 years 4 months ago
Bi-Causal Recurrent Cascade Correlation
Recurrent neural networks fail to deal with prediction tasks which do not satisfy the causality assumption. We propose to exploit bi-causality to extend the Recurrent Cascade Corr...
Alessio Micheli, Diego Sona, Alessandro Sperduti
IJCNN
2000
IEEE
14 years 4 months ago
Neuronal Architecture for Waveguide Inductive Iris Bandpass Filter Optimization
Angel Mediavilla, Antonio Tazón, J. A. Pere...
IJCNN
2000
IEEE
14 years 4 months ago
Adaptive Critic Design for Intelligent Steering and Speed Control of a 2-Axle Vehicle
George G. Lendaris, Larry Schultz, Thaddeus T. Sha...