Experimental Demonstration of Neuromorphic Network with STT MTJ Synapses

12/09/2021

∙

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.

READ FULL TEXT

Experimental Demonstration of Neuromorphic Network with STT MTJ Synapses

Neuromorphic Hebbian learning with magnetic tunnel junction synapses

Shape-Dependent Multi-Weight Magnetic Artificial Synapses for Neuromorphic Computing

Disclosure of a Neuromorphic Starter Kit

NeuroCLIP: Neuromorphic Data Understanding by CLIP and SNN

Low-Power Low-Latency Keyword Spotting and Adaptive Control with a SpiNNaker 2 Prototype and Comparison with Loihi

Methodology for Realizing VMM with Binary RRAM Arrays: Experimental Demonstration of Binarized-ADALINE Using OxRAM Crossbar

Towards mutual synchronization of serially connected Spin Torque Oscillators based on magnetic tunnel junctions

Experimental Demonstration of Neuromorphic Network with STT MTJ Synapses

Related Research

Neuromorphic Hebbian learning with magnetic tunnel junction synapses

Shape-Dependent Multi-Weight Magnetic Artificial Synapses for Neuromorphic Computing

Disclosure of a Neuromorphic Starter Kit

NeuroCLIP: Neuromorphic Data Understanding by CLIP and SNN

Low-Power Low-Latency Keyword Spotting and Adaptive Control with a SpiNNaker 2 Prototype and Comparison with Loihi

Methodology for Realizing VMM with Binary RRAM Arrays: Experimental Demonstration of Binarized-ADALINE Using OxRAM Crossbar

Towards mutual synchronization of serially connected Spin Torque Oscillators based on magnetic tunnel junctions