Tutorial: Concepts for closely mimicking biological learning with memristive devices: Principles to emulate cellular forms of learning

Mimicking Synaptic Plasticity and Neural Network Using Memtranstors

(2018) Jian-Xin Shen et al.   ADVANCED MATERIALS

Memristor-Based Analog Computation and Neural Network Classification with a Dot Product Engine

(2018) Miao Hu et al.   ADVANCED MATERIALS

Implementation of multilayer perceptron network with highly uniform passive memristive crossbar circuits

(2018) F. Merrikh Bayat et al.   Nature Communications

Memristive computing devices and applications

(2017) Mohammed A. Zidan et al.   JOURNAL OF ELECTROCERAMICS

Face classification using electronic synapses

(2017) Peng Yao et al.   Nature Communications

Synchronization of two memristively coupled van der Pol oscillators

(2016) M. Ignatov et al.   APPLIED PHYSICS LETTERS

Mastering the game of Go with deep neural networks and tree search

(2016) David Silver et al.   NATURE

Memristive Hebbian Plasticity Model: Device Requirements for the Emulation of Hebbian Plasticity Based on Memristive Devices

(2015) Martin Ziegler et al.   IEEE Transactions on Biomedical Circuits and Systems

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

A memristive spiking neuron with firing rate coding

(2015) Marina Ignatov et al.   Frontiers in Neuroscience

Neuromorphic Electronic Circuits for Building Autonomous Cognitive Systems

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

MemFlash device: floating gate transistors as memristive devices for neuromorphic computing

(2014) C Riggert et al.   SEMICONDUCTOR SCIENCE AND TECHNOLOGY

Spike-timing dependent plasticity in a transistor-selected resistive switching memory

(2013) S Ambrogio et al.   NANOTECHNOLOGY

An Electronic Version of Pavlov's Dog

(2012) Martin Ziegler et al.   ADVANCED FUNCTIONAL MATERIALS

Memristive operation mode of floating gate transistors: A two-terminal MemFlash-cell

(2012) M. Ziegler et al.   APPLIED PHYSICS LETTERS

Threshold resistive and capacitive switching behavior in binary amorphous GeSe

(2012) Doo Seok Jeong et al.   JOURNAL OF APPLIED PHYSICS

A scalable neuristor built with Mott memristors

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

A ferroelectric memristor

(2012) André Chanthbouala et al.   NATURE MATERIALS

Reversible electrical switching of spin polarization in multiferroic tunnel junctions

(2012) D. Pantel et al.   NATURE MATERIALS

Memristive devices for computing

(2012) J. Joshua Yang et al.   Nature Nanotechnology

Pavlov's Dog Associative Learning Demonstrated on Synaptic-Like Organic Transistors

(2012) O. Bichler et al.   NEURAL COMPUTATION

Theory and Simulation in Neuroscience

(2012) W. Gerstner et al.   SCIENCE

Towards artificial neurons and synapses: a materials point of view

(2012) Doo Seok Jeong et al.   RSC Advances

Short-term plasticity and long-term potentiation mimicked in single inorganic synapses

(2011) Takeo Ohno et al.   NATURE MATERIALS

Universal and reconfigurable logic gates in a compact three-terminal resonant tunneling diode

(2010) L. Worschech et al.   APPLIED PHYSICS LETTERS

Nanoscale Memristor Device as Synapse in Neuromorphic Systems

(2010) Sung Hyun Jo et al.   NANO LETTERS

Graphene Oxide Thin Films for Flexible Nonvolatile Memory Applications

(2010) Hu Young Jeong et al.   NANO LETTERS

Redox-Based Resistive Switching Memories - Nanoionic Mechanisms, Prospects, and Challenges

(2009) Rainer Waser et al.   ADVANCED MATERIALS

Circuit Elements With Memory: Memristors, Memcapacitors, and Meminductors

(2009) Massimiliano Di Ventra et al.   PROCEEDINGS OF THE IEEE

Resistive switching in transition metal oxides

(2008) Akihito Sawa   Materials Today

The missing memristor found

(2008) Dmitri B. Strukov et al.   NATURE