Study Figure by Pedram Khalili Selected for Front Cover of IEEE Magnetics Letters

A figure from the paper “Implementation of Artificial Neural Networks Using Magnetoresistive Random-Access Memory-Based Stochastic Computing Units" published by Pedram Khalili, associate professor of electrical and computer engineering at Northwestern Engineering, and his team was selected for the front cover of IEEE Magnetics Letters, Volume 12, 2021, a publication of the IEEE Magnetics Society.

The figure depicts the structure of a full stochastic computing artificial neural network using pairs of magnetic tunnel junctions for stochastic bit-stream generation.