DEVICE AND METHOD WITH COMPUTATIONAL MEMORY

A computational memory device and a method using the computational memory device are provided. The computational memory device includes memory banks configured to store weight data of a neural network model and a weight memory block configured to provide at least some of the weight data from memory...

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Bibliographische Detailangaben
Hauptverfasser: KWON, Soon-wan, LEE, Hyungwoo, JUNG, Seungchul
Format: Patent
Sprache:eng ; fre ; ger
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Beschreibung
Zusammenfassung:A computational memory device and a method using the computational memory device are provided. The computational memory device includes memory banks configured to store weight data of a neural network model and a weight memory block configured to provide at least some of the weight data from memory banks in response to a weight request, a computational memory block physically stacked on the weight memory block such faces of the respective blocks face each other, the computational memory block configured to perform a multiply-accumulate (MAC) operation between the at least some of the weight data and at least some of input data by using a bit cell array including bit cells, and a communication interface configured to perform communication between the weight memory block and the computational memory block.