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» Information Geometry of Neural Networks
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EUSFLAT
2003
110views Fuzzy Logic» more  EUSFLAT 2003»
15 years 1 months ago
Neuro-finite element static analysis of structures by assembling elemental neuro-modelers
Recently, several algorithms have been proposed for using neural networks in dynamic analysis of small structural systems, and also constructing adaptive material modeling subrout...
Abdolreza Joghataie
AIA
2007
15 years 1 months ago
Optimizing number of hidden neurons in neural networks
In this paper, a novel and effective criterion based on the estimation of the signal-to-noise-ratio figure (SNRF) is proposed to optimize the number of hidden neurons in neural ne...
Yue Liu, Janusz A. Starzyk, Zhen Zhu
KES
2007
Springer
15 years 6 months ago
Design of Neural Networks
The paper offers a critical analysis of the procedure observed in many applications of neural networks. Given a problem to be solved, a favorite NN-architecture is chosen and its p...
Claudio Moraga
IJCAI
1989
15 years 1 months ago
Beyond PDP: The Frequency Modulation Neural Network Architecture
This paper proposes the Frequency Modulation Neural Network as an alternative to current neuralnet models. This proposal is for an architecture of a heterogeneous neural-network i...
Hideto Tomabechi, Hiroaki Kitano
SAB
2010
Springer
117views Optimization» more  SAB 2010»
14 years 10 months ago
Indirectly Encoding Neural Plasticity as a Pattern of Local Rules
Biological brains can adapt and learn from past experience. In neuroevolution, i.e. evolving artificial neural networks (ANNs), one way that agents controlled by ANNs can evolve t...
Sebastian Risi, Kenneth O. Stanley