This is volume I of the proceedings of the Second International
Conference on Natural Computation, ICNC 2006. After a demanding
review process 168 carefully revised full papers and 86 revised
short papers were selected from 1915 submissions for presentation
in two volumes. This first volume includes 130 papers related to
artificial neural networks, natural neural systems and cognitive
science, neural network applications, as well as evolutionary
computation: theory and algorithms.
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