Reliable and Energy-Efficient Diabetic Retinopathy Screening Using Memristor-Based Neural Networks

Reliable and Energy-Efficient Diabetic Retinopathy Screening Using Memristor-Based Neural Networks

Diabetic retinopathy (DR) is a leading cause of permanent vision loss worldwide. It refers to irreversible retinal damage caused due to elevated glucose levels and blood pressure. Regular screening for DR can facilitate its early detection and timely treatment. Neural network-based DR classifiers ca...

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Bibliographic Details
Main Authors: Sumit Diware, Koteswararao Chilakala, Rajiv V. Joshi, Said Hamdioui, Rajendra Bishnoi
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Diabetic retinopathy
neural networks
computation-in-memory
resistive random access memory
RRAM
memristor
Online Access:https://ieeexplore.ieee.org/document/10485620/

Internet

https://ieeexplore.ieee.org/document/10485620/

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