Analyzing the Impact of Memristor Variability on Crossbar Implementation of Regression Algorithms With Smart Weight Update Pulsing Techniques
Author:
Affiliation:
1. Department of Electrical, Computer, and Energy Engineering, Arizona State University, Tempe, AZ, USA
Funder
National Science Foundation
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Electrical and Electronic Engineering
Link
https://ieeexplore.ieee.org/ielam/8919/9763566/9696210-aam.pdf
Reference55 articles.
1. Reliability Enhancement of Inverter-Based Memristor Crossbar Neural Networks Using Mathematical Analysis of Circuit Non-Idealities
2. NbO2-Mott Memristor: A Circuit- Theoretic Investigation
3. RRAM-based synapse devices for neuromorphic systems
4. Impact of Synaptic Device Variations on Classification Accuracy in a Binarized Neural Network
5. Exploiting Oxide Based Resistive RAM Variability for Bayesian Neural Network Hardware Design
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