Neuromorphic computing with multi-memristive synapses

A non-volatile organic electrochemical device as a low-voltage artificial synapse for neuromorphic computing

(2017) Yoeri van de Burgt et al.   NATURE MATERIALS

Temporal correlation detection using computational phase-change memory

(2017) Abu Sebastian et al.   Nature Communications

Learning through ferroelectric domain dynamics in solid-state synapses

(2017) Sören Boyn et al.   Nature Communications

Li-Ion Synaptic Transistor for Low Power Analog Computing

(2016) Elliot J. Fuller et al.   ADVANCED MATERIALS

Detecting Correlations Using Phase-Change Neurons and Synapses

(2016) Tomas Tuma et al.   IEEE ELECTRON DEVICE LETTERS

Neuromorphic Learning and Recognition With One-Transistor-One-Resistor Synapses and Bistable Metal Oxide RRAM

(2016) Stefano Ambrogio et al.   IEEE TRANSACTIONS ON ELECTRON DEVICES

Memristors with diffusive dynamics as synaptic emulators for neuromorphic computing

(2016) Zhongrui Wang et al.   NATURE MATERIALS

Stochastic phase-change neurons

(2016) Tomas Tuma et al.   Nature Nanotechnology

Unsupervised Learning by Spike Timing Dependent Plasticity in Phase Change Memory (PCM) Synapses

(2016) Stefano Ambrogio et al.   Frontiers in Neuroscience

Analog Memristive Synapse in Spiking Networks Implementing Unsupervised Learning

(2016) Erika Covi et al.   Frontiers in Neuroscience

Acceleration of Deep Neural Network Training with Resistive Cross-Point Devices: Design Considerations

(2016) Tayfun Gokmen et al.   Frontiers in Neuroscience

Neuromorphic Computing Based on Emerging Memory Technologies

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

Recent Progress in Phase-Change_newline Memory Technology

(2016) Geoffrey W. Burr et al.   IEEE Journal on Emerging and Selected Topics in Circuits and Systems

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

HfO2-Based OxRAM Devices as Synapses for Convolutional Neural Networks

(2015) Daniele Garbin et al.   IEEE TRANSACTIONS ON ELECTRON DEVICES

Experimental Demonstration and Tolerancing of a Large-Scale Neural Network (165 000 Synapses) Using Phase-Change Memory as the Synaptic Weight Element

(2015) Geoffrey W. Burr et al.   IEEE TRANSACTIONS ON ELECTRON DEVICES

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

(2015) M. Prezioso et al.   NATURE

Deep learning

(2015) Yann LeCun et al.   NATURE

Memory leads the way to better computing

(2015) H.-S. Philip Wong et al.   Nature Nanotechnology

Projected phase-change memory devices

(2015) Wabe W. Koelmans et al.   Nature Communications

Implementation of a spike-based perceptron learning rule using TiO2−x memristors

(2015) Hesham Mostafa et al.   Frontiers in Neuroscience

A reconfigurable on-line learning spiking neuromorphic processor comprising 256 neurons and 128K synapses

(2015) Ning Qiao et al.   Frontiers in Neuroscience

Plasticity in memristive devices for spiking neural networks

(2015) Sylvain Saïghi et al.   Frontiers in Neuroscience

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

(2014) P. A. Merolla et al.   SCIENCE

Crystal growth within a phase change memory cell

(2014) Abu Sebastian et al.   Nature Communications

Brain-like associative learning using a nanoscale non-volatile phase change synaptic device array

(2014) Sukru B. Eryilmaz et al.   Frontiers in Neuroscience

SpiNNaker: A 1-W 18-Core System-on-Chip for Massively-Parallel Neural Network Simulation

(2013) Eustace Painkras et al.   IEEE JOURNAL OF SOLID-STATE CIRCUITS

Integration of nanoscale memristor synapses in neuromorphic computing architectures

(2013) Giacomo Indiveri et al.   NANOTECHNOLOGY

Pattern classification by memristive crossbar circuits using ex situ and in situ training

(2013) Fabien Alibart et al.   Nature Communications

Probabilistically Programmed STT-MRAM

(2012) Wenqing Wu et al.   IEEE Journal on Emerging and Selected Topics in Circuits and Systems

Resistance switching memories are memristors

(2011) Leon Chua   APPLIED PHYSICS A-MATERIALS SCIENCE & PROCESSING

An Electronic Synapse Device Based on Metal Oxide Resistive Switching Memory for Neuromorphic Computation

(2011) Shimeng Yu et al.   IEEE TRANSACTIONS ON ELECTRON DEVICES

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

(2011) Duygu Kuzum et al.   NANO LETTERS

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

(2011) Takeo Ohno et al.   NATURE MATERIALS

The missing memristor found

(2008) Dmitri B. Strukov et al.   NATURE