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Creating Unorganised Machines from Memristors |
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PP: 1275-1283 |
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Author(s) |
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Gerard Howard,
Larry Bull,
Ben de lacy Costello,
Andrew Adamatzky,
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Abstract |
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| There is growing interest in memristive devices following their recent nanoscale fabrication. This paper describes initial
consideration of the implementation of artificial intelligence within predominantly memristive hardware. In particular, versions of Alan
Turing’s discrete dynamical network formalism — the unorganised machine — are used as the knowledge representation scheme and
a population-based search technique is used to design appropriate networks. Issues including memristor count and global network
synchrony are compared for two memristive logic implementations (NAND and IMP) on a well-known simulated robotics benchmark
task. It is shown that IMP networks are harder to design than NAND, but are simpler to implement and require fewer processor cycles. |
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