EXTERNAL MEMORY ARCHITECTURE FOR RECURRENT NEURAL NETWORKS
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United States of America Patent
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Issued Date -
Aug 29, 2024
app pub date -
Nov 3, 2023
filing date -
Nov 7, 2022
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Abstract
A universal recurrent event memory network system comprising a query block configured to generate one or more query vectors, a key block configured to generate one or more key vectors, a value block configured to generate one or more value vectors, and an external memory comprising a key vector block and a value vector block. The external memory is configured to compare similarity between the one or more query vectors and the one or more key vectors and generate one or more read vectors based at least in part on the comparison and the one or more value vectors. The universal recurrent event memory network system further comprising an output block configured to generate one or more outputs based at least in part on the one or more read vectors and a previous memory state.
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