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» Optimal spontaneous activity in neural network modeling
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NN
2007
Springer
13 years 6 months ago
Optimal decision network with distributed representation
On the basis of detailed analysis of reaction times and neurophysiological data from tasks involving choice, it has been proposed that the brain implements an optimal statistical ...
Rafal Bogacz
ICANNGA
2009
Springer
212views Algorithms» more  ICANNGA 2009»
14 years 1 months ago
Evolutionary Regression Modeling with Active Learning: An Application to Rainfall Runoff Modeling
Many complex, real world phenomena are difficult to study directly using controlled experiments. Instead, the use of computer simulations has become commonplace as a feasible alte...
Ivo Couckuyt, Dirk Gorissen, Hamed Rouhani, Eric L...
TNN
2008
93views more  TNN 2008»
13 years 7 months ago
Towards the Optimal Design of Numerical Experiments
This paper addresses the problem of the optimal design of numerical experiments for the construction of nonlinear surrogate models. We describe a new method, called learner disagre...
S. Gazut, J.-M. Martinez, Gérard Dreyfus, Y...
GECCO
2005
Springer
141views Optimization» more  GECCO 2005»
14 years 27 days ago
Constructing good learners using evolved pattern generators
Self-organization of brain areas in animals begins prenatally, evidently driven by spontaneously generated internal patterns. The neural structures continue to develop postnatally...
Vinod K. Valsalam, James A. Bednar, Risto Miikkula...
SBRN
2006
IEEE
14 years 1 months ago
GA Optimization of OBF TS Fuzzy Models with Linear and Non Linear Local Models
Anderson V. Medeiros, Wagner Caradori do Amaral, R...