most citedAn In-Memory Analog Computing Co-Processor for Energy-Efficient CNN Inference on Mobile Devices

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cs.AR2022

A Python Framework for SPICE Circuit Simulation of In-Memory Analog Computing Circuits

Md Hasibul Amin, Mohammed Elbtity, Ramtin Zand

With the increased attention to memristive-based in-memory analog computing (IMAC) architectures as an alternative for energy-hungry computer systems for data-intensive application…

cs.AR2021★ 1 cited

An In-Memory Analog Computing Co-Processor for Energy-Efficient CNN Inference on Mobile Devices

Mohammed Elbtity, Abhishek Singh, Brendan Reidy +2

In this paper, we develop an in-memory analog computing (IMAC) architecture realizing both synaptic behavior and activation functions within non-volatile memory arrays. Spin-orbit…