POET: an evo-devo method to optimize the weights of a large artificial neural networks

Large search spaces as those of artificial neural networks are difficult to search with machine learning techniques. The large amount of parameters is the main challenge for search techniques that do not exploit correlations expressed as patterns in the parameter space. Evolutionary computation with...

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Bibliographic Details
Main Authors: Alessandro Fontana, Andrea Soltoggio, Borys Wrobel
Format: Default Conference proceeding
Published: 2014
Subjects:
Online Access:https://hdl.handle.net/2134/17040
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