# Experimental Demonstration of Neuromorphic Network with STT MTJ Synapses

arXiv: https://arxiv.org/abs/2112.04749 · HTML: https://mlsanity.com/paper/2112.04749/

## Key facts

- Cited by 2 papers in the map (data through 14 Oct 2026).
- First posted on arXiv 9 Dec 2021.

## Built on by (most cited first, 2 of 2)

- [Measurement-driven neural-network training for integrated magnetic tunnel junction arrays](https://mlsanity.com/paper/2312.06446/) (2023)
- [Implementation of a Binary Neural Network on a Passive Array of Magnetic Tunnel Junctions](https://mlsanity.com/paper/2112.09159/) (2021)

## Abstract (arXiv)

We present the first experimental demonstration of a neuromorphic network with magnetic tunnel junction (MTJ) synapses, which performs image recognition via vector-matrix multiplication. We also simulate a large MTJ network performing MNIST handwritten digit recognition, demonstrating that MTJ crossbars can match memristor accuracy while providing increased precision, stability, and endurance.