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Cluster-based Associative Memories Built From Unreliable Storage

F. Leduc-Primeau, V. Gripon, M. Rabbat et W. Gross, "Cluster-based Associative Memories Built From Unreliable Storage," dans ICASSP, pp. 8370--8374, mai 2014.

We consider associative memories based on clustered graphs that were recently introduced. These memories are almost optimal in terms of the amount of storage they require (efficiency), and allow retrieving messages with low complexity. We study an unreliable implementation of the memory and compare its error rate and storage efficiency with that of a reliable implementation. We present analytical and simulation results that indicate that the proposed memory structure can tolerate a large number of faults at a reasonable cost, thereby making it a good candidate for achieving highly efficient circuit implementations of associative memories.

Télécharger le manuscrit.

  author = {François Leduc-Primeau and Vincent Gripon
and Michael Rabbat and Warren Gross},
  title = {Cluster-based Associative Memories Built
From Unreliable Storage},
  booktitle = {ICASSP},
  year = {2014},
  pages = {8370--8374},
  month = {May},

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