A Neural Network implemented on NAND memory
Authors:
- 1 May 2020
- conference paper
- Published by Institute of Electrical and Electronics Engineers (IEEE)
- p. 1-4
Abstract
This article describes how a NAND memory device is adapted to the implementation of an artificial neural network. To this aim, a new hardware realization of the elementary synapse (called here "Synaptic Cell") is proposed. Furthermore, a method for connecting neurons to form a multilayer ANN is proposed with necessary algorithms to run it. Some examples of neural behavior, like function approximation and classification are reported.Keywords
This publication has 4 references indexed in Scilit:
- Three-Dimensional nand Flash for Vector–Matrix MultiplicationIEEE Transactions on Very Large Scale Integration (VLSI) Systems, 2018
- Neuro-Inspired Computing With Emerging Nonvolatile MemorysProceedings of the IEEE, 2018
- Neuromorphic computing using non-volatile memoryAdvances in Physics: X, 2016
- The perceptron: A probabilistic model for information storage and organization in the brain.Psychological Review, 1958