Self-adaptive STDP-based learning of a spiking neuron with nanocomposite memristive weights

Memristive crossbar arrays for brain-inspired computing

(2019) Qiangfei Xia et al.   NATURE MATERIALS

Resistive switching effects in fluorinated graphene films with graphene quantum dots enhanced by polyvinyl alcohol

(2019) Artem Ivanov et al.   NANOTECHNOLOGY

Yttria-stabilized zirconia cross-point memristive devices for neuromorphic applications

(2019) A.V. Emelyanov et al.   MICROELECTRONIC ENGINEERING

Dopamine-like STDP modulation in nanocomposite memristors

(2019) K. E. Nikiruy et al.   AIP Advances

Formation of a Memristive Array of Crossbar-Structures Based on (Co40Fe40B20)x(LiNbO3)100 Nanocomposite

(2019) K. E. Nikiruy et al.   JOURNAL OF COMMUNICATIONS TECHNOLOGY AND ELECTRONICS

Polyaniline-based memristive microdevice with high switching rate and endurance

(2018) D. A. Lapkin et al.   APPLIED PHYSICS LETTERS

Memristive Properties of Structures Based on (Co41Fe39B20)x(LiNbO3)100–x Nanocomposites

(2018) V. A. Levanov et al.   JOURNAL OF COMMUNICATIONS TECHNOLOGY AND ELECTRONICS

Transport, Magnetic, and Memristive Properties of a Nanogranular (CoFeB)x(LiNbOy)100–x Composite Material

(2018) V. V. Rylkov et al.   JOURNAL OF EXPERIMENTAL AND THEORETICAL PHYSICS

Properties of granular (CoFeB) x (Al 2 O 3 ) 100-x and (CoFeB) x (LiNbO 3 ) 100-x nanocomposites: Manifestation of superferromagnetic ordering effects

(2018) V.V. Rylkov et al.   JOURNAL OF MAGNETISM AND MAGNETIC MATERIALS

Spike-timing-dependent plasticity of polyaniline-based memristive element

(2018) D.A. Lapkin et al.   MICROELECTRONIC ENGINEERING

Scaling Effect on Silicon Nitride Memristor with Highly Doped Si Substrate

(2018) Sungjun Kim et al.   Small

A Precise Algorithm of Memristor Switching to a State with Preset Resistance

(2018) K. E. Nikiruy et al.   TECHNICAL PHYSICS LETTERS

Unsupervised Hebbian learning experimentally realized with analogue memristive crossbar arrays

(2018) Mirko Hansen et al.   Scientific Reports

Formation of Weighting Coefficients in an Artificial Neural Network Based on the Memristive Effect in Metal–Oxide–Metal Nanostructures

(2018) I. N. Antonov et al.   JOURNAL OF COMMUNICATIONS TECHNOLOGY AND ELECTRONICS

Effects of moisture and redox reactions in VCM and ECM resistive switching memories

(2018) Ilia Valov et al.   JOURNAL OF PHYSICS D-APPLIED PHYSICS

Challenges in materials and devices for resistive-switching-based neuromorphic computing

(2018) Javier del Valle et al.   JOURNAL OF APPLIED PHYSICS

Extended memory lifetime in spiking neural networks employing memristive synapses with nonlinear conductance dynamics

(2018) S Brivio et al.   NANOTECHNOLOGY

Spike-timing-dependent plasticity learning of coincidence detection with passively integrated memristive circuits

(2018) M. Prezioso et al.   Nature Communications

Recurrent Spiking Neural Network Learning Based on a Competitive Maximization of Neuronal Activity

(2018) Vyacheslav Demin et al.   Frontiers in Neuroinformatics

Hardware implementation of neural network using pre-programmed resistive device for pattern recognition

(2018) Wooseok Choi et al.   SOLID-STATE ELECTRONICS

A 4096-Neuron 1M-Synapse 3.8-pJ/SOP Spiking Neural Network With On-Chip STDP Learning and Sparse Weights in 10-nm FinFET CMOS

(2018) Gregory K. Chen et al.   IEEE JOURNAL OF SOLID-STATE CIRCUITS

Experimental Demonstration of Feature Extraction and Dimensionality Reduction Using Memristor Networks

(2017) Shinhyun Choi et al.   NANO LETTERS

Filament formation in lithium niobate memristors supports neuromorphic programming capability

(2017) Chris Yakopcic et al.   NEURAL COMPUTING & APPLICATIONS

A novel memristive Hopfield neural network with application in associative memory

(2017) Jiu Yang et al.   NEUROCOMPUTING

Learning through ferroelectric domain dynamics in solid-state synapses

(2017) Sören Boyn et al.   Nature Communications

Processes and Effects of Oxygen and Moisture in Resistively Switching TaO x and HfO x

(2017) Michael Lübben et al.   Advanced Electronic Materials

Memristive neural network for on-line learning and tracking with brain-inspired spike timing dependent plasticity

(2017) G. Pedretti et al.   Scientific Reports

A sub-1-volt analog metal oxide memristive-based synaptic device with large conductance change for energy-efficient spike-based computing systems

(2016) Cheng-Chih Hsieh et al.   APPLIED PHYSICS LETTERS

Rectifying filamentary resistive switching in ion-exfoliated LiNbO3 thin films

(2016) Xinqiang Pan et al.   APPLIED PHYSICS LETTERS

Unsupervised learning in probabilistic neural networks with multi-state metal-oxide memristive synapses

(2016) Alexander Serb et al.   Nature Communications

First steps towards the realization of a double layer perceptron based on organic memristive devices

(2016) A. V. Emelyanov et al.   AIP Advances

Analog Memristive Synapse in Spiking Networks Implementing Unsupervised Learning

(2016) Erika Covi et al.   Frontiers in Neuroscience

Self-Adaptive Spike-Time-Dependent Plasticity of Metal-Oxide Memristors

(2016) M. Prezioso et al.   Scientific Reports

Bipolar resistive switching and charge transport in silicon oxide memristor

(2015) Alexey N. Mikhaylov et al.   Materials Science and Engineering B-Advanced Functional Solid-State Materials

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

(2015) M. Prezioso et al.   NATURE

The Missing Memristor has Not been Found

(2015) Sascha Vongehr et al.   Scientific Reports

Bipolar resistive switching and charge transport in silicon oxide memristor

(2015) Alexey N. Mikhaylov et al.   Materials Science and Engineering B-Advanced Functional Solid-State Materials

Resistive switching phenomena: A review of statistical physics approaches

(2015) Jae Sung Lee et al.   Applied Physics Reviews

Plasticity in memristive devices for spiking neural networks

(2015) Sylvain Saïghi et al.   Frontiers in Neuroscience

Interplay of Coulomb blockade and ferroelectricity in nanosized granular materials

(2014) O. G. Udalov et al.   PHYSICAL REVIEW B

A Low Energy Oxide-Based Electronic Synaptic Device for Neuromorphic Visual Systems with Tolerance to Device Variation

(2013) Shimeng Yu et al.   ADVANCED MATERIALS

Mechanism of GeO2 resistive switching based on the multi-phonon assisted tunneling between traps

(2012) A. V. Shaposhnikov et al.   APPLIED PHYSICS LETTERS

In-situ oxygen x-ray absorption spectroscopy investigation of the resistance modulation mechanism in LiNbO2 memristors

(2012) Jordan D. Greenlee et al.   APPLIED PHYSICS LETTERS

Anatomy of a Nanoscale Conduction Channel Reveals the Mechanism of a High-Performance Memristor

(2011) Feng Miao et al.   ADVANCED MATERIALS

A Functional Hybrid Memristor Crossbar-Array/CMOS System for Data Storage and Neuromorphic Applications

(2011) Kuk-Hwan Kim et al.   NANO LETTERS

Competitive STDP-Based Spike Pattern Learning

(2009) Timothée Masquelier et al.   NEURAL COMPUTATION

Cluster synchronization in an array of hybrid coupled neural networks with delay

(2009) Jinde Cao et al.   NEURAL NETWORKS

The missing memristor found

(2008) Dmitri B. Strukov et al.   NATURE