NEURAL NETWORK-BASED MEMORY SYSTEM WITH VARIABLE RECIRCULATION OF QUERIES USING MEMORY CONTENT

NEURAL NETWORK-BASED MEMORY SYSTEM WITH VARIABLE RECIRCULATION OF QUERIES USING MEMORY CONTENT

A neural network based memory system with external memory for storing representations of knowledge items. The memory can be used to retrieve indirectly related knowledge items by recirculating queries, and is useful for relational reasoning. Implementations of the system control how many times queri...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Banino, Andrea, Blundell, Charles, Puigdomènech Badia, Adrià, Koster, Raphael, Kumaran, Sudarshan
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
PHYSICS
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Beschreibung
Zusammenfassung:A neural network based memory system with external memory for storing representations of knowledge items. The memory can be used to retrieve indirectly related knowledge items by recirculating queries, and is useful for relational reasoning. Implementations of the system control how many times queries are recirculated, and hence the degree of relational reasoning, to minimize computation.