Versatile stochastic dot product circuits based on nonvolatile memories for high performance neurocomputing and neurooptimization

Providing efficient and scalable specialized hardware for stochastic neural networks remains a challenge. Here, the authors propose a fast, energy-efficient and scalable stochastic dot-product circuit that may use either of two types of memory devices – metal-oxide memristors and floating-gate memor...

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Bibliographic Details
Main Authors: M. R. Mahmoodi, M. Prezioso, D. B. Strukov
Format: Article
Language:English
Published: Nature Publishing Group 2019-11-01
Series:Nature Communications
Online Access:https://doi.org/10.1038/s41467-019-13103-7