Paper Info
Title
Kanerva's sparse distributed memory: an object-oriented implementation on the connection machine
Abstract
This paper reports on an implementation of Kanerva's Sparse Distributed Memory for the Connection Machine. In order to accomplish a modular and adaptive software library we applied a plain object-oriented programming style to the Common Lisp extension ltsp. Some variations of the original model, the selected coordinate design, the hyperplane design, and a new general design, as well as the folded SDM due to Kanerva are realized. It has been necessary to elaborate a uniform presentation of the theoretical foundations the different designs are based on. We demonstrate the simulator's functionality with some simple applications. Runtime comparisons are given. We encourage the use of our simulation tool when outlining research topics of special interest to SDM.
Year
Venue
Keywords
1995
IJCAI
connection machine,object-oriented implementation,object oriented programming,object oriented
Field
DocType
ISSN
Common Lisp,Programming language,Object-oriented programming,Computer science,Programming style,Artificial intelligence,Modular design,Hyperplane,Adaptive software,Sparse distributed memory,Machine learning
Conference
1045-0823
ISBN
Citations 
PageRank 
1-55860-363-8
1
0.40
References 
Authors
2
2
Name
Order
Citations
PageRank
Andreas Turk1123.30
Gunther Gorz250.99