Balakrishnan, Karthik and Honavar, Vasant (1995) Evolutionary Design of Neural Architectures -- A Preliminary Taxonomy and Guide to Literature. Technical Report TR95-01, Department of Computer Science, Iowa State University.
EVOLUTIONARY DESIGN OF NEURAL ARCHITECTURES
--- A Preliminary Taxonomy and Guide to Literature
Karthik Balakrishnan Vasant Honavar
Artificial Intelligence Research Group
Department of Computer Science
Iowa State University
Ames, Iowa 50011-1040
ISU CS TR 95-01
This report briefly motivates current research on evolutionary design
of neural architectures (EDNA) and presents a short overview of major
research issues in this area. It also includes a preliminary taxonomy
of research on EDNA and an extensive bibliography of publications on
this topic. The taxonomy is an attempt to categorize current research
on EDNA in terms of major research issues addressed and approaches
pursued. It is our hope that this will help identify open research
questions as well as promising directions for further research on EDNA.
The report also includes an appendix that provides some suggestions for
effective use of the electronic version of the bibliography.
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