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CLAM: A new model of associative memory

✍ Scribed by Antonio B. Bailón; Miguel Delgado; Waldo Fajardo

Publisher
John Wiley and Sons
Year
2000
Tongue
English
Weight
136 KB
Volume
15
Category
Article
ISSN
0884-8173

No coin nor oath required. For personal study only.

✦ Synopsis

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present a new associative memory model that stores arbitrary bipolar patterns without the problems we can find in other models like BAM or LAM. After identifying those problems we show the new memory topology and we explain its learning and recall stages. Mathematical demonstrations are provided to prove that the new memory model guarantees the perfect retrieval of every stored pattern and also to prove that whatever the input of the memory is, it operates as a nearest neighbor classifier.

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