A Fully Integrated Reprogrammable CMOS-RRAM Compute-in-Memory Coprocessor for Neuromorphic Applications

A Fully Integrated Reprogrammable CMOS-RRAM Compute-in-Memory Coprocessor for Neuromorphic Applications

Analog compute-in-memory with resistive random access memory (RRAM) devices promises to overcome the data movement bottleneck in data-intensive artificial intelligence (AI) and machine learning. RRAM crossbar arrays improve the efficiency of vector-matrix multiplications (VMMs), which is a vital ope...

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Bibliographic Details
Main Authors: Justin M. Correll, Vishishtha Bothra, Fuxi Cai, Yong Lim, Seung Hwan Lee, Seungjong Lee, Wei D. Lu, Zhengya Zhang, Michael P. Flynn
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Journal on Exploratory Solid-State Computational Devices and Circuits
Subjects:
ADC
analog
compute-in-memory
DAC
resistive random access memory (RRAM)
vector-matrix multiplication (VMM)
Online Access:https://ieeexplore.ieee.org/document/9085353/

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