Memristor-based neural networks: Synaptic versus neuronal stochasticity

Stochasticity Modeling in Memristors

(2016) Rawan Naous et al.   IEEE TRANSACTIONS ON NANOTECHNOLOGY

Stochastic Synapses Enable Efficient Brain-Inspired Learning Machines

(2016) Emre O. Neftci et al.   Frontiers in Neuroscience

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

(2015) M. Prezioso et al.   NATURE

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

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

Memristors Empower Spiking Neurons With Stochasticity

(2015) Maruan Al-Shedivat et al.   IEEE Journal on Emerging and Selected Topics in Circuits and Systems

Towards neuromorphic electronics: Memristors on foldable silicon fabric

(2014) Mohamed T. Ghoneim et al.   MICROELECTRONICS JOURNAL

Nanoscale resistive switching devices: mechanisms and modeling

(2013) Yuchao Yang et al.   Nanoscale

Stochastic memristive devices for computing and neuromorphic applications

(2013) Siddharth Gaba et al.   Nanoscale

Integration of nanoscale memristor synapses in neuromorphic computing architectures

(2013) Giacomo Indiveri et al.   NANOTECHNOLOGY

A scalable neuristor built with Mott memristors

(2012) Matthew D. Pickett et al.   NATURE MATERIALS

Science and Engineering Beyond Moore's Law

(2012) R. K. Cavin et al.   PROCEEDINGS OF THE IEEE

Metal–Oxide RRAM

(2012) H.-S. Philip Wong et al.   PROCEEDINGS OF THE IEEE

Lognormal switching times for titanium dioxide bipolar memristors: origin and resolution

(2011) Gilberto Medeiros-Ribeiro et al.   NANOTECHNOLOGY

Nanoscale Memristor Device as Synapse in Neuromorphic Systems

(2010) Sung Hyun Jo et al.   NANO LETTERS