E-MAC: Enhanced In-SRAM MAC Accuracy via Digital-to-Time Modulation

E-MAC: Enhanced In-SRAM MAC Accuracy via Digital-to-Time Modulation

In this article, we introduce a novel technique called E-multiplication and accumulation (MAC) (EMAC), aimed at enhancing energy efficiency, reducing latency, and improving the accuracy of analog-based in-static random access memory (SRAM) MAC accelerators. Our approach involves a digital-to-time wo...

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Bibliographic Details
Main Authors: Saeed Seyedfaraji, Salar Shakibhamedan, Amire Seyedfaraji, Baset Mesgari, Nima Taherinejad, Axel Jantsch, Semeen Rehman
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Journal on Exploratory Solid-State Computational Devices and Circuits
Subjects:
6T-static random access memory (SRAM)
convolutional neural network (CNN)
image classification
processing in memory (PIM)
Online Access:https://ieeexplore.ieee.org/document/10804123/
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https://ieeexplore.ieee.org/document/10804123/

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