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A Mini Tutorial of Processing in Memory: From Principles, Devices to Prototypes

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Data movement overheads caused by the recent explosion in big data applications have made traditional von Neumann architecture fails to tackle big data workloads. Processing in Memory (PIM), where computational… Click to show full abstract

Data movement overheads caused by the recent explosion in big data applications have made traditional von Neumann architecture fails to tackle big data workloads. Processing in Memory (PIM), where computational tasks are performed within the memory, has drawn increasing attention. To present meaningful insights to readers, we divide current PIM paradigm into charge-based and resistance-based categories according to different memory devices. This mini tutorial aims to provide a concise overview of the implementation of PIM schemes, highlighting important macro prototypes in artificial intelligence applications that have been released in the past five years.

Keywords: processing memory; tutorial processing; mini tutorial; principles devices; memory; memory principles

Journal Title: IEEE Transactions on Circuits and Systems II: Express Briefs
Year Published: 2022

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