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

Short-Term Plasticity and Long-Term Potentiation in Magnetic Tunnel Junctions: Towards Volatile Synapses

(2016) Abhronil Sengupta et al.   Physical Review Applied

Magnetic Tunnel Junction Mimics Stochastic Cortical Spiking Neurons

(2016) Abhronil Sengupta et al.   Scientific Reports

Spin orbit torque based electronic neuron

(2015) Abhronil Sengupta et al.   APPLIED PHYSICS LETTERS

Spin-orbit torque induced spike-timing dependent plasticity

(2015) Abhronil Sengupta et al.   APPLIED PHYSICS LETTERS

A Sparse Coding Neural Network ASIC With On-Chip Learning for Feature Extraction and Encoding

(2015) Phil Knag et al.   IEEE JOURNAL OF SOLID-STATE CIRCUITS

Unsupervised learning of digit recognition using spike-timing-dependent plasticity

(2015) Peter U. Diehl et al.   Frontiers in Computational Neuroscience

Micromagnetic Modeling of Dzyaloshinskii–Moriya Interaction in Spin Hall Effect Switching

(2014) Noel Perez et al.   IEEE TRANSACTIONS ON MAGNETICS

Current-driven dynamics of Dzyaloshinskii domain walls in the presence of in-plane fields: Full micromagnetic and one-dimensional analysis

(2014) Eduardo Martinez et al.   JOURNAL OF APPLIED PHYSICS

Spin Hall torque magnetometry of Dzyaloshinskii domain walls

(2014) Satoru Emori et al.   PHYSICAL REVIEW B

Neuromorphic Electronic Circuits for Building Autonomous Cognitive Systems

(2014) Elisabetta Chicca et al.   PROCEEDINGS OF THE IEEE

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

(2014) P. A. Merolla et al.   SCIENCE

Activity-Dependent Synaptic Plasticity of a Chalcogenide Electronic Synapse for Neuromorphic Systems

(2014) Yi Li et al.   Scientific Reports

The design and verification of MuMax3

(2014) Arne Vansteenkiste et al.   AIP Advances

Nanoscale electronic synapses using phase change devices

(2013) Bryan L. Jackson et al.   ACM Journal on Emerging Technologies in Computing Systems

Immunity to Device Variations in a Spiking Neural Network With Memristive Nanodevices

(2013) Damien Querlioz et al.   IEEE TRANSACTIONS ON NANOTECHNOLOGY

Dynamic Observation of Brain-Like Learning in a Ferroelectric Synapse Device

(2013) Yu Nishitani et al.   JAPANESE JOURNAL OF APPLIED PHYSICS

Integration of nanoscale memristor synapses in neuromorphic computing architectures

(2013) Giacomo Indiveri et al.   NANOTECHNOLOGY

Current-driven dynamics of chiral ferromagnetic domain walls

(2013) Satoru Emori et al.   NATURE MATERIALS

Novel Chiral Magnetic Domain Wall Structure inFe/Ni/Cu(001)Films

(2013) G. Chen et al.   PHYSICAL REVIEW LETTERS

Specifications of Nanoscale Devices and Circuits for Neuromorphic Computational Systems

(2012) Bipin Rajendran et al.   IEEE TRANSACTIONS ON ELECTRON DEVICES

Spin-Based Neuron Model With Domain-Wall Magnets as Synapse

(2012) M. Sharad et al.   IEEE TRANSACTIONS ON NANOTECHNOLOGY

Floating Gate Synapses With Spike-Time-Dependent Plasticity

(2011) Shubha Ramakrishnan et al.   IEEE Transactions on Biomedical Circuits and Systems

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

(2011) Duygu Kuzum et al.   NANO LETTERS

Modeling Spiking Neural Networks on SpiNNaker

(2010) Xin Jin et al.   COMPUTING IN SCIENCE & ENGINEERING

Nanoscale Memristor Device as Synapse in Neuromorphic Systems

(2010) Sung Hyun Jo et al.   NANO LETTERS

The Brian simulator

(2010) Dan F M. Goodman   Frontiers in Neuroscience

SPIKING NEURAL NETWORKS

(2009) SAMANWOY GHOSH-DASTIDAR et al.   International Journal of Neural Systems