35 search results - page 1 / 7 » Optimising the topology of complex neural networks |
CORR
2007
Springer
13 years 4 months ago
2007
Springer
HIS
2001
13 years 6 months ago
2001
Selection of the topology of a neural network and correct parameters for the learning algorithm is a tedious task for designing an optimal artificial neural...
GECCO
2009
Springer
13 years 11 months ago
2009
Springer
In this paper, we study instances of complex neural networks, i.e. neural networks with complex topologies. We use Self-Organizing Map neural networks whose neighborhood relations...
ACSC
2005
IEEE
13 years 10 months ago
2005
IEEE
The global dynamics of automata networks (such as neural networks) are a function of their topology and the choice of automata used. Evolutionary methods can be applied to the opt...
AIIA
2007
Springer
13 years 11 months ago
2007
Springer
Abstract. Complex networks like the scale-free model proposed by BarabasiAlbert are observed in many biological systems and the application of this topology to artificial neural ne...