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» Evolving Neural Network through Augmenting Topologies
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EC
2002
146views ECommerce» more  EC 2002»
13 years 4 months ago
Evolving Neural Network through Augmenting Topologies
Kenneth O. Stanley, Risto Miikkulainen
GECCO
2007
Springer
182views Optimization» more  GECCO 2007»
13 years 11 months ago
Generating large-scale neural networks through discovering geometric regularities
Connectivity patterns in biological brains exhibit many repeating motifs. This repetition mirrors inherent geometric regularities in the physical world. For example, stimuli that ...
Jason Gauci, Kenneth O. Stanley
EVOW
2008
Springer
13 years 6 months ago
Scaffolding for Interactively Evolving Novel Drum Tracks for Existing Songs
Abstract. A major challenge in computer-generated music is to produce music that sounds natural. This paper introduces NEAT Drummer, which takes steps toward natural creativity. NE...
Amy K. Hoover, Michael P. Rosario, Kenneth O. Stan...
ECAL
2005
Springer
13 years 10 months ago
Analysing the Evolvability of Neural Network Agents Through Structural Mutations
This paper investigates evolvability of artificial neural networks within an artificial life environment. Five different structural mutations are investigated, including adaptive e...
Ehud Schlessinger, Peter J. Bentley, R. Beau Lotto
GECCO
2006
Springer
141views Optimization» more  GECCO 2006»
13 years 8 months ago
Coevolution of neural networks using a layered pareto archive
The Layered Pareto Coevolution Archive (LAPCA) was recently proposed as an effective Coevolutionary Memory (CM) which, under certain assumptions, approximates monotonic progress i...
German A. Monroy, Kenneth O. Stanley, Risto Miikku...