학술논문

Exact Stochastic Computing Multiplication in Memristive Memory
Document Type
Periodical
Source
IEEE Design & Test IEEE Des. Test Design & Test, IEEE. 38(6):36-43 Dec, 2021
Subject
Computing and Processing
Components, Circuits, Devices and Systems
Memristors
Resistance
Probabilistic logic
Logic gates
Reliability
Energy consumption
Neuromorphics
Stochastic processes
In-memory computation
stochastic computing
deterministic bit-stream processing
memristor-aided logic
Language
ISSN
2168-2356
2168-2364
Abstract
Editor’s notes: This article focuses on memristive nano-devices and their use for stochastic computing (SC). It demonstrates how to convert numbers between binary and stochastic domains and how to perform multiplications using inmemory computations by the memristive logic family “MAGIC.” In contrast to earlier works on memristive SC, the authors do not harness the intrinsic stochasticity of memristive devices but rather create deterministic SNs using well-defined operations.— Weikang Qian, Shanghai Jiao Tong University