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...
Main Authors: | , , |
---|---|
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 |