Binary-Weighted Neural Networks

Supervisor(s):Prof. Shahar Kvatinsky

Abstract:

Memristors are novel circuit elements typically used as memory devices. Memristors can also be used in artificial neural networks mostly to store the weight of a synapse. The target of this project is to use memristors as binary weighted elements and investigate the appropriate design of them that can be used to efficiently execute various machine learning algorithms.