17 search results - page 1 / 4 » Evolving improved incremental learning schemes for neural ne... |
CEC
2005
IEEE
13 years 10 months ago
2005
IEEE
It is well known that incremental learning can often be difficult for traditional neural network systems, due to newly learned information interfering with previously learned infor...
ICONIP
1998
13 years 6 months ago
1998
The paper presents a framework called ECOS for Evolving COnnectionist Systems. ECOS evolve through incremental learning. They can accommodate any new input data, including new fea...
IJCNN
2006
IEEE
13 years 11 months ago
2006
IEEE
— A method is presented for extending the Evolving Connectionist System (ECoS) algorithm that allows it to explicitly represent and learn nominal-scale data without the need for ...
IAT
2009
IEEE
13 years 8 months ago
2009
IEEE
This paper investigates incremental multiagent learning in static or evolving structured networks. Learning examples are incrementally distributed among the agents, and the object...
IWSOS
2011
Springer
12 years 7 months ago
2011
Springer
Abstract This paper depicts and evaluates an evolutionary design process for generating a complex self-organizing multicellular system based on Cellular Automata (CA). We extend th...