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» Evolutionary learning of small networks
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PPSN
2004
Springer
13 years 11 months ago
Coupling of Evolution and Learning to Optimize a Hierarchical Object Recognition Model
Abstract. A key problem in designing artificial neural networks for visual object recognition tasks is the proper choice of the network architecture. Evolutionary optimization met...
Georg Schneider, Heiko Wersing, Bernhard Sendhoff,...
EL
2008
184views more  EL 2008»
13 years 5 months ago
Breedbot: an evolutionary robotics application in digital content
Research paper Purpose of this paper This paper describe an integrated hardware/software system based on Evolutionary Robotics and its application in Edutainment context. Design/me...
Orazio Miglino, Onofrio Gigliotta, Michela Pontico...
GECCO
2009
Springer
118views Optimization» more  GECCO 2009»
14 years 6 days ago
The impact of network topology on self-organizing maps
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...
Fei Jiang, Hugues Berry, Marc Schoenauer
FBIT
2007
IEEE
13 years 12 months ago
Unsupervised Learning in Spectral Genome Analysis
The tree representation as a model for organismal evolution has been in use since before Darwin. However, with the recent unprecedented access to biomolecular data it has been dis...
Lutz Hamel, Neha Nahar, Maria S. Poptsova, Olga Zh...
CSE
2009
IEEE
13 years 6 months ago
Representing Small Group Evolution
: Understanding the dynamics of network evolution rests in part on the representation chosen to characterize the evolutionary process. We offer a simple, three-parameter representa...
Whitman Richards, Nicholas C. Wormald