Recent Advances on Neuromorphic Systems Using Phase-Change Materials

All Spin Artificial Neural Networks Based on Compound Spintronic Synapse and Neuron

(2016) Deming Zhang et al.   IEEE Transactions on Biomedical Circuits and Systems

Overview of Probe-based Storage Technologies

(2016) Lei Wang et al.   Nanoscale Research Letters

All-memristive neuromorphic computing with level-tuned neurons

(2016) Angeliki Pantazi et al.   NANOTECHNOLOGY

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

(2016) David Silver et al.   NATURE

Stochastic phase-change neurons

(2016) Tomas Tuma et al.   Nature Nanotechnology

Overview of Probe-based Storage Technologies

(2016) Lei Wang et al.   Nanoscale Research Letters

Thermo-optical Effect in Phase-Change Nanophotonics

(2016) Matthias Stegmaier et al.   ACS Photonics

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

(2016) Stefano Ambrogio et al.   Frontiers in Neuroscience

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

Ab Initio Molecular-Dynamics Simulation of Neuromorphic Computing in Phase-Change Memory Materials

(2015) Jonathan M. Skelton et al.   ACS Applied Materials & Interfaces

Spin-orbit torque induced spike-timing dependent plasticity

(2015) Abhronil Sengupta et al.   APPLIED PHYSICS LETTERS

Physical principles and current status of emerging non-volatile solid state memories

(2015) L. Wang et al.   Electronic Materials Letters

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

Integrated all-photonic non-volatile multi-level memory

(2015) Carlos Ríos et al.   Nature Photonics

Simple square pulses for implementing spike-timing-dependent plasticity in phase-change memory

(2015) Yingpeng Zhong et al.   Physica Status Solidi-Rapid Research Letters

Phase-Change and Redox-Based Resistive Switching Memories

(2015) Dirk J. Wouters et al.   PROCEEDINGS OF THE IEEE

A physics-based three dimensional readout model for phase-change probe memory

(2014) Lei Wang et al.   CURRENT APPLIED PHYSICS

Phase change materials and phase change memory

(2014) Simone Raoux et al.   MRS BULLETIN

Spine neck plasticity regulates compartmentalization of synapses

(2014) Jan Tønnesen et al.   NATURE NEUROSCIENCE

Electrical synapses and their functional interactions with chemical synapses

(2014) Alberto E. Pereda   NATURE REVIEWS NEUROSCIENCE

Neurogrid: A Mixed-Analog-Digital Multichip System for Large-Scale Neural Simulations

(2014) Ben Varkey Benjamin 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

Overview of emerging nonvolatile memory technologies

(2014) Jagan Meena et al.   Nanoscale Research Letters

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

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

Nanoscale electronic synapses using phase change devices

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

Analog Neuromorphic Module Based on Carbon Nanotube Synapses

(2013) Alex Ming Shen et al.   ACS Nano

Thermally assisted MRAMs: ultimate scalability and logic functionalities

(2013) I L Prejbeanu et al.   JOURNAL OF PHYSICS D-APPLIED PHYSICS

Synaptic electronics: materials, devices and applications

(2013) Duygu Kuzum et al.   NANOTECHNOLOGY

Neuromorphic function learning with carbon nanotube based synapses

(2013) Karim Gacem et al.   NANOTECHNOLOGY

Activity-dependent neuronal signalling and autism spectrum disorder

(2013) Daniel H. Ebert et al.   NATURE

Inhibition of inhibition in visual cortex: the logic of connections between molecularly distinct interneurons

(2013) Carsten K Pfeffer et al.   NATURE NEUROSCIENCE

A Unique Population of Ventral Tegmental Area Neurons Inhibits the Lateral Habenula to Promote Reward

(2013) Alice M. Stamatakis et al.   NEURON

Ultrafast Synaptic Events in a Chalcogenide Memristor

(2013) Yi Li et al.   Scientific Reports

Photonic non-volatile memories using phase change materials

(2012) Wolfram H. P. Pernice et al.   APPLIED PHYSICS LETTERS

Overview of the SpiNNaker System Architecture

(2012) Steve B. Furber et al.   IEEE TRANSACTIONS ON COMPUTERS

An Ultra-Low Reset Current Cross-Point Phase Change Memory With Carbon Nanotube Electrodes

(2012) Jiale Liang et al.   IEEE TRANSACTIONS ON ELECTRON DEVICES

Low-Energy Robust Neuromorphic Computation Using Synaptic Devices

(2012) Duygu Kuzum et al.   IEEE TRANSACTIONS ON ELECTRON DEVICES

Visual Pattern Extraction Using Energy-Efficient “2-PCM Synapse” Neuromorphic Architecture

(2012) Olivier Bichler et al.   IEEE TRANSACTIONS ON ELECTRON DEVICES

Progress and Prospects of Spin Transfer Torque Random Access Memory

(2012) E. Chen et al.   IEEE TRANSACTIONS ON MAGNETICS

Physical aspects of low power synapses based on phase change memory devices

(2012) Manan Suri et al.   JOURNAL OF APPLIED PHYSICS

Emerging memories: resistive switching mechanisms and current status

(2012) Doo Seok Jeong et al.   REPORTS ON PROGRESS IN PHYSICS

The Science and Technology of Phase Change Materials

(2012) Matthias Wuttig et al.   ZEITSCHRIFT FUR ANORGANISCHE UND ALLGEMEINE CHEMIE

Towards artificial neurons and synapses: a materials point of view

(2012) Doo Seok Jeong et al.   RSC Advances

Impurity substitution effects in BiFeO3 thin films—From a viewpoint of FeRAM applications

(2011) Hiroshi Ishiwara   CURRENT APPLIED PHYSICS

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

(2011) Duygu Kuzum et al.   NANO LETTERS

Ultrafast switching in nanoscale phase-change random access memory with superlattice-like structures

(2011) Desmond Loke et al.   NANOTECHNOLOGY

Learning Abilities Achieved by a Single Solid-State Atomic Switch

(2010) Tsuyoshi Hasegawa et al.   ADVANCED MATERIALS

Brain-scale simulation of the neocortex on the IBM Blue Gene/L supercomputer

(2010) M. Djurfeldt et al.   IBM JOURNAL OF RESEARCH AND DEVELOPMENT

The brain of a new machine

(2010) Massimiliano Versace et al.   IEEE SPECTRUM

The Design of Rewritable Ultrahigh Density Scanning-Probe Phase-Change Memories

(2010) C. David. Wright et al.   IEEE TRANSACTIONS ON NANOTECHNOLOGY

L-Type Voltage-Gated Ca2+ Channels: A Single Molecular Switch for Long-Term Potentiation/Long-Term Depression-Like Plasticity and Activity-Dependent Metaplasticity in Humans

(2010) K. Wankerl et al.   JOURNAL OF NEUROSCIENCE

Nanoscale Memristor Device as Synapse in Neuromorphic Systems

(2010) Sung Hyun Jo et al.   NANO LETTERS

Phase Change Memory

(2010) H.-S. Philip Wong et al.   PROCEEDINGS OF THE IEEE

An electrically modifiable synapse array of resistive switching memory

(2009) Hyejung Choi et al.   NANOTECHNOLOGY

Crystal structure of the sodium–potassium pump at 2.4 Å resolution

(2009) Takehiro Shinoda et al.   NATURE

Ion channels versus ion pumps: the principal difference, in principle

(2009) David C. Gadsby   NATURE REVIEWS MOLECULAR CELL BIOLOGY

A Compact Model of Phase-Change Memory Based on Rate Equations of Crystallization and Amorphization

(2008) Ken'ichiro Sonoda et al.   IEEE TRANSACTIONS ON ELECTRON DEVICES

The missing memristor found

(2008) Dmitri B. Strukov et al.   NATURE

Microscopic origin of the fast crystallization ability of Ge–Sb–Te phase-change memory materials

(2008) J. Hegedüs et al.   NATURE MATERIALS

Memristive switching mechanism for metal/oxide/metal nanodevices

(2008) J. Joshua Yang et al.   Nature Nanotechnology

Phase-change memories

(2008) Andrea L. Lacaita et al.   PHYSICA STATUS SOLIDI A-APPLICATIONS AND MATERIALS SCIENCE

Large-scale model of mammalian thalamocortical systems

(2008) E. M. Izhikevich et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA