A strain-engineered magnetostrictive nanomagnet can produce the three-state activation function needed for a ternary stochastic neuron, according to Landau-Lifshitz-Gilbert simulations.
and Farhadi A 2016 Xnor-net: Imagenet classification using binary convolutional neural networks, European Conference on Computer Vision, Lecture Notes in Computer Science, vol 9908
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Ternary Stochastic Neuron -- Implemented with a Single Strained Magnetostrictive Nanomagnet
A strain-engineered magnetostrictive nanomagnet can produce the three-state activation function needed for a ternary stochastic neuron, according to Landau-Lifshitz-Gilbert simulations.