295 search results - page 22 / 59 » Statistical Methods for Construction of Neural Networks |
EWLR
1999
Springer
14 years 27 days ago
1999
Springer
In the field of evolutionary robotics artificial neural networks are often used to construct controllers for autonomous agents, because they have useful properties such as the ab...
ISBI
2002
IEEE
14 years 1 months ago
2002
IEEE
Determining the relationship between structure (i.e. morphology) and function is a fundamental problem in brain research. In this paper we present a new framework based on Bayesia...
CORR
2010
Springer
13 years 8 months ago
2010
Springer
Although backpropagation ANNs generally predict better than decision trees do for pattern classification problems, they are often regarded as black boxes, i.e., their predictions c...
GECCO
2004
Springer
14 years 2 months ago
2004
Springer
Abstract. In many real-world applications of evolutionary computation, it is essential to reduce the number of fitness evaluations. To this end, computationally efficient models c...
GECCO
2008
Springer
13 years 9 months ago
2008
Springer
In this paper we apply three Neuro-Evolution (NE) methods as controller design approaches in a collective behavior task. These NE methods are Enforced Sub-Populations, MultiAgent ...