Associative memory device and method based on wave propagation

G - Physics – 06 – N

Patent

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G06N 3/063 (2006.01)

Patent

CA 2536864

An associative, or content-addressable, memory device (101) and method based on waves is described. In this invention, arbitrary inputs are written as patterns which are interpreted as values of complex waves, discretized or analog, on one or more buffers (102, 104). Information is transported via wave propagation from the buffers (102, 104) to a cortex (103) or to multiple cortices, where the patterns are (1) associated using a mathematical operation for storage purposes or (2) de-associated through the corresponding inverse operation for retrieval purposes. The present associative memory is shown to emulate important behavioral properties of the human brain, including higher- brain functions such as learning from experience, forming generalization, and autonomous operation.

L'invention concerne un dispositif de mémoire (101) associative, ou à contenu adressable, et un procédé basé sur des ondes. Dans cette invention, des entrées arbitraires sont écrites en tant que structures interprétées comme valeurs d'ondes complexes, discrètes ou analogiques, sur un ou plusieurs tampons (102, 104). L'information est transportée via la propagation d'onde à partir des tampons (102, 104) vers un cortex (103) ou vers des cortex multiples, où les structures sont (1) associées au moyen d'une opération mathématique dans un but de stockage ou (2) dé-associée au moyen de l'opération inverse correspondante dans un but de récupération. La présente mémoire associative permet d'émuler d'importantes propriétés du comportement du cerveau humain, dont des fonctions supérieures telles qu'apprentissage à partir d'expérience, la formation de généralisation, et le fonctionnement autonome.

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