1032 search results - page 5 / 207 » Efficient Learning of Neural Networks with Evolutionary Algo... |
IWANN
2009
Springer
15 years 4 months ago
2009
Springer
89
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CEC
2008
IEEE
14 years 11 months ago
2008
IEEE
Abstract-- Genetic algorithms have been used to evolve several neural network architectures. In a previous effort, we introduced the evolution of three well known ART architects; F...
85
Voted
ICML
2003
IEEE
15 years 10 months ago
2003
IEEE
We analyze the formal grounding behind Negative Correlation (NC) Learning, an ensemble learning technique developed in the evolutionary computation literature. We show that by rem...
118
click to vote
NCA
2006
IEEE
14 years 9 months ago
2006
IEEE
The use of multilayer perceptrons (MLP) with threshold functions (binary step function activations) greatly reduces the complexity of the hardware implementation of neural networks...
GECCO
2008
Springer
14 years 10 months ago
2008
Springer
A possible alternative to fine topology tuning for Neural Network (NN) optimization is to use Echo State Networks (ESNs), recurrent NNs built upon a large reservoir of sparsely r...