Application of Machine Learning for Correcting Defect-induced Neuromorphic Circuit Inference Errors

Vedant Sawal, Hiu Yung Wong

This paper presents a machine learning-based approach to correct inference errors caused by stuck-at faults in fully analog ReRAM-based neuromorphic circuits. Using a Design-Techno…