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» Evolving Complex Neural Networks
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ICANN
2010
Springer
14 years 7 months ago
Time Series Forecasting by Evolving Artificial Neural Networks Using "Shuffle", Cross-Validation and Ensembles
Accurate time series forecasting are important for several business, research, and application of engineering systems. Evolutionary Neural Networks are particularly appealing becau...
Juan Peralta, Germán Gutiérrez, Arac...
GECCO
2004
Springer
134views Optimization» more  GECCO 2004»
15 years 3 months ago
A Descriptive Encoding Language for Evolving Modular Neural Networks
Evolutionary algorithms are a promising approach for the automated design of artificial neural networks, but they require a compact and efficient genetic encoding scheme to repres...
Jae-Yoon Jung, James A. Reggia
ISNN
2004
Springer
15 years 3 months ago
Evolving Flexible Neural Networks Using Ant Programming and PSO Algorithm
A flexible neural network (FNN) is a multilayer feedforward neural network with the characteristics of: (1) overlayer connections; (2) variable activation functions for different...
Yuehui Chen, Bo Yang, Jiwen Dong
NN
2002
Springer
14 years 9 months ago
The V1-V2-V3 complex: quasiconformal dipole maps in primate striate and extra-striate cortex
Mukund Balasubramanian, Jonathan Polimeni, Eric L....