A Noise-Resilient Neuromorphic Digit Classifier Based on NOR Flash Memories with Pulse–Width Modulation Scheme

A Noise-Resilient Neuromorphic Digit Classifier Based on NOR Flash Memories with Pulse–Width Modulation Scheme

In this work, we investigate the implementation of a neuromorphic digit classifier based on NOR Flash memory arrays as artificial synaptic arrays and exploiting a pulse-width modulation (PWM) scheme. Its performance is compared in presence of various noise sources against what achieved when a classi...

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Bibliographic Details
Main Authors: Gerardo Malavena, Alessandro Sottocornola Spinelli, Christian Monzio Compagnoni
Format: Article
Language:English
Published: MDPI AG 2021-11-01
Series:Electronics
Subjects:
artificial neural networks
neuromorphic computing
NOR Flash memory arrays
program noise
random telegraph noise
pulse-width modulation
Online Access:https://www.mdpi.com/2079-9292/10/22/2784

Internet

https://www.mdpi.com/2079-9292/10/22/2784

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