10 search results - page 1 / 2 » Graph Grammar Encoding and Evolution of Automata Networks |
ACSC
2005
IEEE
13 years 11 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...
CEC
2005
IEEE
13 years 7 months ago
2005
IEEE
The dynamics of neural and other automata networks are defined to a large extent by their topologies. Artificial evolution constitutes a practical means by which an optimal topolog...
GPEM
2006
13 years 5 months ago
2006
There are various representations for encoding graph structures, such as artificial neural networks (ANNs) and circuits, each with its own strengths and weaknesses. Here we analyz...
IJON
2008
13 years 5 months ago
2008
The term neural network evolution usually refers to network topology evolution leaving the network's parameters to be trained using conventional algorithms. In this paper we ...
ICSE
2001
IEEE-ACM
13 years 10 months ago
2001
IEEE-ACM
Dynamic analysis is based on collecting data as the program runs. However, raw traces tend to be too voluminous and too unstructured to be used directly for visualization and unde...