19 search results - page 1 / 4 » Encoding Closure Operators into Neural Networks |
IJCAI
2007
14 years 18 days ago
2007
Motivated by basic ideas from formal concept analysis, we propose two ways to directly encode closure operators on finite sets in a 3-layered feed forward neural network.
ICCS
2007
Springer
14 years 5 months ago
2007
Springer
After decades of concurrent development of symbolic and connectionist methods, recent years have shown intensifying efforts of integrating those two paradigms. This paper contribu...
ACSC
2005
IEEE
14 years 4 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...
GECCO
2004
Springer
14 years 4 months ago
2004
Springer
In evolutionary algorithms a common method for encoding neural networks is to use a tree-structured assembly procedure for constructing them. Since node operators have difficulties...
KI
2007
Springer
14 years 5 months ago
2007
Springer
Abstract. In this paper we present a novel general framework for encoding and evolving networks called Common Genetic Encoding (CGE) that can be applied to both direct and indirect...