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

Ising computation based combinatorial optimization using spin-Hall effect (SHE) induced stochastic magnetization reversal

(2017) Yong Shim et al.   JOURNAL OF APPLIED PHYSICS

Intrinsic optimization using stochastic nanomagnets

(2017) Brian Sutton et al.   Scientific Reports

A Vision for All-Spin Neural Networks: A Device to System Perspective

(2016) Abhronil Sengupta et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS

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

Comprehensive Scaling Analysis of Current Induced Switching in Magnetic Memories Based on In-Plane and Perpendicular Anisotropies

(2016) Akhilesh Jaiswal et al.   IEEE Journal on Emerging and Selected Topics in Circuits and Systems

Hybrid Spintronic-CMOS Spiking Neural Network with On-Chip Learning: Devices, Circuits, and Systems

(2016) Abhronil Sengupta et al.   Physical Review Applied

A magnetic synapse: multilevel spin-torque memristor with perpendicular anisotropy

(2016) Steven Lequeux et al.   Scientific Reports

Magnetic Tunnel Junction Based Long-Term Short-Term Stochastic Synapse for a Spiking Neural Network with On-Chip STDP Learning

(2016) Gopalakrishnan Srinivasan et al.   Scientific Reports

Magnetic Tunnel Junction Mimics Stochastic Cortical Spiking Neurons

(2016) Abhronil Sengupta et al.   Scientific Reports

Spin-Transfer Torque Magnetic Memory as a Stochastic Memristive Synapse for Neuromorphic Systems

(2015) Adrien F. Vincent et al.   IEEE Transactions on Biomedical Circuits and Systems

Training and operation of an integrated neuromorphic network based on metal-oxide memristors

(2015) M. Prezioso et al.   NATURE

Energy-delay performance of giant spin Hall effect switching for dense magnetic memory

(2014) Sasikanth Manipatruni et al.   Applied Physics Express

A million spiking-neuron integrated circuit with a scalable communication network and interface

(2014) P. A. Merolla et al.   SCIENCE

Poisson-Like Spiking in Circuits with Probabilistic Synapses

(2014) Rubén Moreno-Bote   PLoS Computational Biology

Spin transfer torque devices utilizing the giant spin Hall effect of tungsten

(2012) Chi-Feng Pai et al.   APPLIED PHYSICS LETTERS

Biologically Inspired Spiking Neurons: Piecewise Linear Models and Digital Implementation

(2012) H. Soleimani et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS

Spin-Torque Switching with the Giant Spin Hall Effect of Tantalum

(2012) L. Liu et al.   SCIENCE

Nanoelectronic Programmable Synapses Based on Phase Change Materials for Brain-Inspired Computing

(2011) Duygu Kuzum et al.   NANO LETTERS

Nanoscale Memristor Device as Synapse in Neuromorphic Systems

(2010) Sung Hyun Jo et al.   NANO LETTERS