Telegraphic switching signals by magnet tunnel junctions for neural spiking signals with high information capacity

Implementing Bayesian networks with embedded stochastic MRAM

(2018) Rafatul Faria et al.   AIP Advances

Low-Barrier Nanomagnets as p-Bits for Spin Logic

(2017) Rafatul Faria et al.   IEEE Magnetics Letters

Stochastic Spiking Neural Networks Enabled by Magnetic Tunnel Junctions: From Nontelegraphic to Telegraphic Switching Regimes

(2017) Chamika M. Liyanagedera et al.   Physical Review Applied

Probabilistic Deep Spiking Neural Systems Enabled by Magnetic Tunnel Junction

(2016) Abhronil Sengupta et al.   IEEE TRANSACTIONS ON ELECTRON DEVICES

Spintronic Nanodevices for Bioinspired Computing

(2016) Julie Grollier et al.   PROCEEDINGS OF THE IEEE

Magnetic Tunnel Junction Mimics Stochastic Cortical Spiking Neurons

(2016) Abhronil Sengupta et al.   Scientific Reports

Magnetic Stochastic Oscillators: Noise-Induced Synchronization to Underthreshold Excitation and Comprehensive Compact Model

(2015) Alice Mizrahi et al.   IEEE TRANSACTIONS ON MAGNETICS

Deep learning

(2015) Yann LeCun et al.   NATURE

Spin dice: A scalable truly random number generator based on spintronics

(2014) Akio Fukushima et al.   Applied Physics Express

Noise-Enhanced Synchronization of Stochastic Magnetic Oscillators

(2014) N. Locatelli et al.   Physical Review Applied

The Memristive Magnetic Tunnel Junction as a Nanoscopic Synapse-Neuron System

(2012) Patryk Krzysteczko et al.   ADVANCED MATERIALS

Spin-Torque Driven Switching Probability Density Function Asymmetry

(2012) Hui Zhao et al.   IEEE TRANSACTIONS ON MAGNETICS

Low writing energy and sub nanosecond spin torque transfer switching of in-plane magnetic tunnel junction for spin torque transfer random access memory

(2011) H. Zhao et al.   JOURNAL OF APPLIED PHYSICS

Reproducible trajectory on subnanosecond spin-torque magnetization switching under a zero-bias field for MgO-based ferromagnetic tunnel junctions

(2010) Tatsuya Aoki et al.   APPLIED PHYSICS LETTERS

Nonadiabatic Stochastic Resonance of a Nanomagnet Excited by Spin Torque

(2010) Xiao Cheng et al.   PHYSICAL REVIEW LETTERS