Stochastic domain wall-magnetic tunnel junction artificial neurons for noise-resilient spiking neural networks

Spintronic leaky-integrate-fire spiking neurons with self-reset and winner-takes-all for neuromorphic computing

(2023) Di Wang et al.   Nature Communications

Volatile and Nonvolatile Memristive Devices for Neuromorphic Computing

(2022) Guangdong Zhou et al.   Advanced Electronic Materials

Domain Wall Leaky Integrate-and-Fire Neurons With Shape-Based Configurable Activation Functions

(2022) Wesley H. Brigner et al.   IEEE TRANSACTIONS ON ELECTRON DEVICES

Noise resilient leaky integrate-and-fire neurons based on multi-domain spintronic devices

(2022) Cheng Wang et al.   Scientific Reports

Dynamical memristors for higher-complexity neuromorphic computing

(2022) Suhas Kumar et al.   Nature Reviews Materials

Metaplastic and energy-efficient biocompatible graphene artificial synaptic transistors for enhanced accuracy neuromorphic computing

(2022) Dmitry Kireev et al.   Nature Communications

Spintronic Integrate-Fire-Reset Neuron with Stochasticity for Neuromorphic Computing

(2022) Qu Yang et al.   NANO LETTERS

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

(2022) Thomas Leonard et al.   Advanced Electronic Materials

Learning From Noisy Labels With Deep Neural Networks: A Survey

(2022) Hwanjun Song et al.   IEEE Transactions on Neural Networks and Learning Systems

Integrated neuromorphic computing networks by artificial spin synapses and spin neurons

(2021) Seungmo Yang et al.   NPG Asia Materials

Domain wall-magnetic tunnel junction spin–orbit torque devices and circuits for in-memory computing

(2021) Mahshid Alamdar et al.   APPLIED PHYSICS LETTERS

A domain wall-magnetic tunnel junction artificial synapse with notched geometry for accurate and efficient training of deep neural networks

(2021) Samuel Liu et al.   APPLIED PHYSICS LETTERS

Skyrmionics—Computing and memory technologies based on topological excitations in magnets

(2021) Hamed Vakili et al.   JOURNAL OF APPLIED PHYSICS

Memristive and CMOS Devices for Neuromorphic Computing

(2020) Valerio Milo et al.   Materials

Maximized lateral inhibition in paired magnetic domain wall racetracks for neuromorphic computing

(2020) Can Cui et al.   NANOTECHNOLOGY

Loihi: A Neuromorphic Manycore Processor with On-Chip Learning

(2018) Mike Davies et al.   IEEE MICRO

Magnetic domain wall neuron with lateral inhibition

(2018) Naimul Hassan et al.   JOURNAL OF APPLIED PHYSICS

Resonate and fire neuron with fixed magnetic skyrmions

(2018) Md. Ali Azam et al.   JOURNAL OF APPLIED PHYSICS

Proposal for an All-Spin Artificial Neural Network: Emulating Neural and Synaptic Functionalities Through Domain Wall Motion in Ferromagnets

(2016) Abhronil Sengupta et al.   IEEE Transactions on Biomedical Circuits and Systems

Magnetic Tunnel Junction Mimics Stochastic Cortical Spiking Neurons

(2016) Abhronil Sengupta et al.   Scientific Reports

Chiral spin torque at magnetic domain walls

(2013) Kwang-Su Ryu et al.   Nature Nanotechnology

Current-induced domain wall motion

(2008) G.S.D. Beach et al.   JOURNAL OF MAGNETISM AND MAGNETIC MATERIALS