Synaptic devices based neuromorphic computing applications in artificial intelligence

Spontaneous sparse learning for PCM-based memristor neural networks

(2021) Dong-Hyeok Lim et al.   Nature Communications

Electron-beam-irradiated rhenium disulfide memristors with low variability for neuromorphic computing

(2021) Sifan Li et al.   npj 2D Materials and Applications

Integrated neuromorphic computing networks by artificial spin synapses and spin neurons

(2021) Seungmo Yang et al.   NPG Asia Materials

Improved switching and synapse characteristics using PEALD SiO2 thin film in Cu/SiO2/ZrO2/Pt device

(2021) Dohee Lee et al.   APPLIED SURFACE SCIENCE

Optically Modulated Threshold Switching in Core–Shell Quantum Dot Based Memristive Device

(2020) Junjie Wang et al.   ADVANCED FUNCTIONAL MATERIALS

Optoelectronic Perovskite Synapses for Neuromorphic Computing

(2020) Fumin Ma et al.   ADVANCED FUNCTIONAL MATERIALS

A Low‐Current and Analog Memristor with Ru as Mobile Species

(2020) Jung Ho Yoon et al.   ADVANCED MATERIALS

Lithium‐Battery Anode Gains Additional Functionality for Neuromorphic Computing through Metal–Insulator Phase Separation

(2020) Juan Carlos Gonzalez‐Rosillo et al.   ADVANCED MATERIALS

Neuromorphic nanoelectronic materials

(2020) Vinod K. Sangwan et al.   Nature Nanotechnology

An artificial spiking afferent nerve based on Mott memristors for neurorobotics

(2020) Xumeng Zhang et al.   Nature Communications

Electret formation in transition metal oxides by electrochemical amorphization

(2020) Yong-Jin Kim et al.   NPG Asia Materials

Re-epithelialization and immune cell behaviour in an ex vivo human skin model

(2020) Ana Rakita et al.   Scientific Reports

Ultralow switching voltage slope based on two-dimensional materials for integrated memory and neuromorphic applications

(2020) Linfeng Sun et al.   Nano Energy

Reliability of analog resistive switching memory for neuromorphic computing

(2020) Meiran Zhao et al.   Applied Physics Reviews

Electrolyte-gated transistors for synaptic electronics, neuromorphic computing, and adaptable biointerfacing

(2020) Haifeng Ling et al.   Applied Physics Reviews

Artificial 2D van der Waals Synapse Devices via Interfacial Engineering for Neuromorphic Systems

(2020) Woojin Park et al.   Nanomaterials

Resistive switching materials for information processing

(2020) Zhongrui Wang et al.   Nature Reviews Materials

Ultrasensitive and ultrathin phototransistors and photonic synapses using perovskite quantum dots grown from graphene lattice

(2020) Basudev Pradhan et al.   Science Advances

Semiconductor Quantum Dots for Memories and Neuromorphic Computing Systems

(2020) Ziyu Lv et al.   CHEMICAL REVIEWS

Three-Dimensional Nanoscale Flexible Memristor Networks with Ultralow Power for Information Transmission and Processing Application

(2020) Tian-Yu Wang et al.   NANO LETTERS

Memory devices and applications for in-memory computing

(2020) Abu Sebastian et al.   Nature Nanotechnology

Role of ferroelectric polarization during growth of highly strained ferroelectric materials

(2020) Rui Liu et al.   Nature Communications

Biomemristors as the next generation bioelectronics

(2020) Bai Sun et al.   Nano Energy

Zero-writing-power tribotronic MoS2 touch memory

(2020) Usman Khan et al.   Nano Energy

A van der Waals Synaptic Transistor Based on Ferroelectric Hf 0.5 Zr 0.5 O 2 and 2D Tungsten Disulfide

(2020) Li Chen et al.   Advanced Electronic Materials

Alloying conducting channels for reliable neuromorphic computing

(2020) Hanwool Yeon et al.   Nature Nanotechnology

Low Voltage Operating 2D MoS2 Ferroelectric Memory Transistor with Hf1-xZrxO2 Gate Structure

(2020) Siqing Zhang et al.   Nanoscale Research Letters

Pathways to efficient neuromorphic computing with non-volatile memory technologies

(2020) I. Chakraborty et al.   Applied Physics Reviews

Temperature-resilient solid-state organic artificial synapses for neuromorphic computing

(2020) A. Melianas et al.   Science Advances

One-dimensional organic artificial multi-synapses enabling electronic textile neural network for wearable neuromorphic applications

(2020) Seonggil Ham et al.   Science Advances

Reconfigurable logic and neuromorphic circuits based on electrically tunable two-dimensional homojunctions

(2020) Chen Pan et al.   Nature Electronics

Nonvolatile and Neuromorphic Memory Devices Using Interfacial Traps in Two-Dimensional WSe2/MoTe2 Stack Channel

(2020) Sam Park et al.   ACS Nano

Exploring Ferroelectric Switching in α‐In 2 Se 3 for Neuromorphic Computing

(2020) Lin Wang et al.   ADVANCED FUNCTIONAL MATERIALS

2D Material Based Synaptic Devices for Neuromorphic Computing

(2020) Guiming Cao et al.   ADVANCED FUNCTIONAL MATERIALS

Quantum neuromorphic computing

(2020) Danijela Marković et al.   APPLIED PHYSICS LETTERS

Lead‐Free Dual‐Phase Halide Perovskites for Preconditioned Conducting‐Bridge Memory

(2020) Ji Su Han et al.   Small

Vertical 0D‐Perovskite/2D‐MoS 2 van der Waals Heterojunction Phototransistor for Emulating Photoelectric‐Synergistically Classical Pavlovian Conditioning and Neural Coding Dynamics

(2020) Yongchao Cheng et al.   Small

Self-powered high-sensitivity sensory memory actuated by triboelectric sensory receptor for real-time neuromorphic computing

(2020) Yaqian Liu et al.   Nano Energy

Programmable devices based on reversible solid-state doping of two-dimensional semiconductors with superionic silver iodide

(2020) Sung-Joon Lee et al.   Nature Electronics

From Memristive Materials to Neural Networks

(2020) Tao Guo et al.   ACS Applied Materials & Interfaces

A Library of Atomically Thin 2D Materials Featuring the Conductive‐Point Resistive Switching Phenomenon

(2020) Ruijing Ge et al.   ADVANCED MATERIALS

Opto-electronic memristors: Prospects and challenges in neuromorphic computing

(2020) Alexandros Emboras et al.   APPLIED PHYSICS LETTERS

Realizing Scalable Two-Dimensional MoS2 Synaptic Devices for Neuromorphic Computing

(2020) Eunho Lee et al.   CHEMISTRY OF MATERIALS

Long-term and short-term plasticity of Ta2O5/HfO2 memristor for hardware neuromorphic application

(2020) Ji-Ho Ryu et al.   JOURNAL OF ALLOYS AND COMPOUNDS

Enhancing the thermoelectric performance of Cu–Ni alloys by introducing carbon nanotubes

(2020) M. Yuan et al.   Materials Today Physics

Schottky-barrier quantum well in two-dimensional semiconductor nanotransistors

(2020) Jinbao Jiang et al.   Materials Today Physics

Competing memristors for brain-inspired computing

(2020) Seung Ju Kim et al.   iScience

Integration and Co-design of Memristive Devices and Algorithms for Artificial Intelligence

(2020) Wei Wang et al.   iScience

Emerging Materials for Neuromorphic Devices and Systems

(2020) Min-Kyu Kim et al.   iScience

Inversion of a large-scale circuit model reveals a cortical hierarchy in the dynamic resting human brain

(2019) Peng Wang et al.   Science Advances

Highly Dynamic Shape Memory Alloy Actuator for Fast Moving Soft Robots

(2019) Xiaonan Huang et al.   Advanced Materials Technologies

Memristive crossbar arrays for brain-inspired computing

(2019) Qiangfei Xia et al.   NATURE MATERIALS

Ferroelectric Analog Synaptic Transistors

(2019) Min-Kyu Kim et al.   NANO LETTERS

Silver-Adapted Diffusive Memristor Based on Organic Nitrogen-Doped Graphene Oxide Quantum Dots (N-GOQDs) for Artificial Biosynapse Applications

(2019) Andrey Sergeevich Sokolov et al.   ADVANCED FUNCTIONAL MATERIALS

Optoelectronic Properties of Printed Photogating Carbon Nanotube Thin Film Transistors and Their Application for Light-Stimulated Neuromorphic Devices

(2019) Lin Shao et al.   ACS Applied Materials & Interfaces

Fully Printed All-Solid-State Organic Flexible Artificial Synapse for Neuromorphic Computing

(2019) Qingzhou Liu et al.   ACS Applied Materials & Interfaces

Memristor in a Reservoir System—Experimental Evidence for High-Level Computing and Neuromorphic Behavior of PbI2

(2019) E. Wlaźlak et al.   ACS Applied Materials & Interfaces

Inkjet printing of mixed-host emitting layer for electrophosphorescent organic light-emitting diodes

(2019) You Jung Kang et al.   ACS Applied Materials & Interfaces

Artificial Synapses Based on Multiterminal Memtransistors for Neuromorphic Application

(2019) Lin Wang et al.   ADVANCED FUNCTIONAL MATERIALS

Investigation of a submerging redox behavior in Fe2O3 solid electrolyte for resistive switching memory

(2019) Guangdong Zhou et al.   APPLIED PHYSICS LETTERS

Vacancy‐Induced Synaptic Behavior in 2D WS 2 Nanosheet–Based Memristor for Low‐Power Neuromorphic Computing

(2019) Xiaobing Yan et al.   Small

Ultrathin electronic synapse having high temporal/spatial uniformity and an Al2O3/graphene quantum dots/Al2O3 sandwich structure for neuromorphic computing

(2019) Zhongwei Xu et al.   NPG Asia Materials

Self-Doping Memristors with Equivalently Synaptic Ion Dynamics for Neuromorphic Computing

(2019) Yaoyuan Wang et al.   ACS Applied Materials & Interfaces

The Road Towards Planar Microbatteries and Micro‐Supercapacitors: From 2D to 3D Device Geometries

(2019) Shuanghao Zheng et al.   ADVANCED MATERIALS

Optoelectronic resistive random access memory for neuromorphic vision sensors

(2019) Feichi Zhou et al.   Nature Nanotechnology

Self-restoring, waterproof, tunable microstructural shape memory triboelectric nanogenerator for self-powered water temperature sensor

(2019) Jiaqing Xiong et al.   Nano Energy

Dual‐Phase All‐Inorganic Cesium Halide Perovskites for Conducting‐Bridge Memory‐Based Artificial Synapses

(2019) Sun Gil Kim et al.   ADVANCED FUNCTIONAL MATERIALS

A Unified Capacitive-Coupled Memristive Model for the Nonpinched Current–Voltage Hysteresis Loop

(2019) Bai Sun et al.   NANO LETTERS

Solar-blind SnO2 nanowire photo-synapses for associative learning and coincidence detection

(2019) Yang Chen et al.   Nano Energy

Synaptic silicon-nanocrystal phototransistors for neuromorphic computing

(2019) Lei Yin et al.   Nano Energy

A Fully Printed Flexible MoS 2 Memristive Artificial Synapse with Femtojoule Switching Energy

(2019) Xuewei Feng et al.   Advanced Electronic Materials

Dual-Gated MoS2 Neuristor for Neuromorphic Computing

(2019) Lin Bao et al.   ACS Applied Materials & Interfaces

Monolithically Integrated RRAM- and CMOS-Based In-Memory Computing Optimizations for Efficient Deep Learning

(2019) Shihui Yin et al.   IEEE MICRO

Tunneling of photon-generated carrier in the interface barrier induced resistive switching memory behaviour

(2019) Bai Sun et al.   JOURNAL OF COLLOID AND INTERFACE SCIENCE

Skyrmion-electronics: Writing, deleting, reading and processing magnetic skyrmions toward spintronic applications

(2019) Xichao Zhang et al.   JOURNAL OF PHYSICS-CONDENSED MATTER

Structured multimaterial filaments for 3D printing of optoelectronics

(2019) Gabriel Loke et al.   Nature Communications

Fully photon modulated heterostructure for neuromorphic computing

(2019) Huilin Li et al.   Nano Energy

Near infrared neuromorphic computing via upconversion-mediated optogenetics

(2019) Yongbiao Zhai et al.   Nano Energy

Gating-induced reversible HxVO2 phase transformations for neuromorphic computing

(2019) Chen Ge et al.   Nano Energy

Robust Ag/ZrO2/WS2/Pt Memristor for Neuromorphic Computing

(2019) Xiaobing Yan et al.   ACS Applied Materials & Interfaces

Reproducible Ultrathin Ferroelectric Domain Switching for High‐Performance Neuromorphic Computing

(2019) Jiankun Li et al.   ADVANCED MATERIALS

Two-dimensional mutually synchronized spin Hall nano-oscillator arrays for neuromorphic computing

(2019) Mohammad Zahedinejad et al.   Nature Nanotechnology

Capacitive effect: An original of the resistive switching memory

(2019) Guangdong Zhou et al.   Nano Energy

Compliance-Free Multileveled Resistive Switching in a Transparent 2D Perovskite for Neuromorphic Computing

(2018) Mohit Kumar et al.   ACS Applied Materials & Interfaces

Aligned Carbon Nanotube Synaptic Transistors for Large-Scale Neuromorphic Computing

(2018) Ivan Sanchez Esqueda et al.   ACS Nano

Surface Modification of CdSe Quantum-Dot Floating Gates for Advancing Light-Erasable Organic Field-Effect Transistor Memories

(2018) Yong Jin Jeong et al.   ACS Nano

Organic-Inorganic Hybrid Halide Perovskites for Memories, Transistors, and Artificial Synapses

(2018) Jaeho Choi et al.   ADVANCED MATERIALS

An Artificial Flexible Visual Memory System Based on an UV-Motivated Memristor

(2018) Shuai Chen et al.   ADVANCED MATERIALS

Synergistic Gating of Electro-Iono-Photoactive 2D Chalcogenide Neuristors: Coexistence of Hebbian and Homeostatic Synaptic Metaplasticity

(2018) Rohit Abraham John et al.   ADVANCED MATERIALS

A resistance ratio change phenomenon observed in Al doped ZnO (AZO)/Cu(In 1-x Ga x )Se 2 /Mo resistive switching memory device

(2018) Tao Guo et al.   APPLIED SURFACE SCIENCE

Effect of anodic oxidation time on resistive switching memory behavior based on amorphous TiO 2 thin films device

(2018) Yanmei Yu et al.   CHEMICAL PHYSICS LETTERS

Chemical Vapor Deposition Growth and Applications of Two-Dimensional Materials and Their Heterostructures

(2018) Zhengyang Cai et al.   CHEMICAL REVIEWS

Atomically thin p–n junctions based on two-dimensional materials

(2018) Riccardo Frisenda et al.   CHEMICAL SOCIETY REVIEWS

A flexible nonvolatile resistive switching memory device based on ZnO film fabricated on a foldable PET substrate

(2018) Bai Sun et al.   JOURNAL OF COLLOID AND INTERFACE SCIENCE

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

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

SiGe epitaxial memory for neuromorphic computing with reproducible high performance based on engineered dislocations

(2018) Shinhyun Choi et al.   NATURE MATERIALS

A bioinspired flexible organic artificial afferent nerve

(2018) Yeongin Kim et al.   SCIENCE

Signal and noise extraction from analog memory elements for neuromorphic computing

(2018) N. Gong et al.   Nature Communications

A molecular neuromorphic network device consisting of single-walled carbon nanotubes complexed with polyoxometalate

(2018) Hirofumi Tanaka et al.   Nature Communications

A Low-Power High-Speed Spintronics-Based Neuromorphic Computing System Using Real Time Tracking Method

(2018) Hooman Farkhani et al.   IEEE Journal on Emerging and Selected Topics in Circuits and Systems

Coexistence of Negative Differential Resistance and Resistive Switching Memory at Room Temperature in TiO x Modulated by Moisture

(2018) Guangdong Zhou et al.   Advanced Electronic Materials

Engineering the Synaptic Kinetic Process into Memristive Device

(2018) Ziyang Zhang et al.   Advanced Electronic Materials

Graphene Oxide Quantum Dots Based Memristors with Progressive Conduction Tuning for Artificial Synaptic Learning

(2018) Xiaobing Yan et al.   ADVANCED FUNCTIONAL MATERIALS

Low-Power, Electrochemically Tunable Graphene Synapses for Neuromorphic Computing

(2018) Mohammad Taghi Sharbati et al.   ADVANCED MATERIALS

Photonic Synapses Based on Inorganic Perovskite Quantum Dots for Neuromorphic Computing

(2018) Yan Wang et al.   ADVANCED MATERIALS

A resistive switching memory device with a negative differential resistance at room temperature

(2018) Mayameen S. Kadhim et al.   APPLIED PHYSICS LETTERS

DNA methylation-based age prediction using massively parallel sequencing data and multiple machine learning models

(2018) Anastasia Aliferi et al.   Forensic Science International-Genetics

A ferroelectric field effect transistor based synaptic weight cell

(2018) Matthew Jerry et al.   JOURNAL OF PHYSICS D-APPLIED PHYSICS

Review of memristor devices in neuromorphic computing: materials sciences and device challenges

(2018) Yibo Li et al.   JOURNAL OF PHYSICS D-APPLIED PHYSICS

Multi-terminal memtransistors from polycrystalline monolayer molybdenum disulfide

(2018) Vinod K. Sangwan et al.   NATURE

Sign backpropagation: An on-chip learning algorithm for analog RRAM neuromorphic computing systems

(2018) Qingtian Zhang et al.   NEURAL NETWORKS

Learning of spatiotemporal patterns in a spiking neural network with resistive switching synapses

(2018) Wei Wang et al.   Science Advances

Novel fluoridated hydroxyapatite/MAO composite coating on AZ31B magnesium alloy for biomedical application

(2018) Wentao Yu et al.   APPLIED SURFACE SCIENCE

The impact of on-chip communication on memory technologies for neuromorphic systems

(2018) Saber Moradi et al.   JOURNAL OF PHYSICS D-APPLIED PHYSICS

Ionic modulation and ionic coupling effects in MoS2 devices for neuromorphic computing

(2018) Xiaojian Zhu et al.   NATURE MATERIALS

Memristor crossbar arrays with 6-nm half-pitch and 2-nm critical dimension

(2018) Shuang Pi et al.   Nature Nanotechnology

Artificial optic-neural synapse for colored and color-mixed pattern recognition

(2018) Seunghwan Seo et al.   Nature Communications

Self-limited single nanowire systems combining all-in-one memristive and neuromorphic functionalities

(2018) Gianluca Milano et al.   Nature Communications

Recent Advances in Memristive Materials for Artificial Synapses

(2018) Sun Gil Kim et al.   Advanced Materials Technologies

3D printing of high-strength aluminium alloys

(2017) John H. Martin et al.   NATURE

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

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

Sparse coding with memristor networks

(2017) Patrick M. Sheridan et al.   Nature Nanotechnology

Water-based and biocompatible 2D crystal inks for all-inkjet-printed heterostructures

(2017) Daryl McManus et al.   Nature Nanotechnology

Resistive Switching Performance Improvement via Modulating Nanoscale Conductive Filament, Involving the Application of Two-Dimensional Layered Materials

(2017) Yu Li et al.   Small

2D MoS2 Neuromorphic Devices for Brain-Like Computational Systems

(2017) Jie Jiang et al.   Small

Confining Cation Injection to Enhance CBRAM Performance by Nanopore Graphene Layer

(2017) Xiaolong Zhao et al.   Small

Neuromorphic device architectures with global connectivity through electrolyte gating

(2017) Paschalis Gkoupidenis et al.   Nature Communications

Reservoir computing using dynamic memristors for temporal information processing

(2017) Chao Du et al.   Nature Communications

Flexible three-dimensional artificial synapse networks with correlated learning and trainable memory capability

(2017) Chaoxing Wu et al.   Nature Communications

Impact and Origin of Interface States in MOS Capacitor with Monolayer MoS2 and HfO2 High-k Dielectric

(2017) Pengkun Xia et al.   Scientific Reports

Ferroelectric-Like Charge Trapping Thin-Film Transistors and Their Evaluation as Memories and Synaptic Devices

(2017) Alwin Daus et al.   Advanced Electronic Materials

Resistive Switching in ZnO Nanorods/Graphene Oxide Hybrid Multilayer Structures

(2017) Gopinathan Anoop et al.   Advanced Electronic Materials

Magnetic skyrmions: advances in physics and potential applications

(2017) Albert Fert et al.   Nature Reviews Materials

A promising biodegradable magnesium alloy suitable for clinical vascular stent application

(2017) Lin Mao et al.   Scientific Reports

Ferroelectric Resistive Switching in High-Density Nanocapacitor Arrays Based on BiFeO3 Ultrathin Films and Ordered Pt Nanoelectrodes

(2016) Zengxing Lu et al.   ACS Applied Materials & Interfaces

Plasmonic-Radiation-Enhanced Metal Oxide Nanowire Heterojunctions for Controllable Multilevel Memory

(2016) Luchan Lin et al.   ADVANCED FUNCTIONAL MATERIALS

Printed Neuromorphic Devices Based on Printed Carbon Nanotube Thin-Film Transistors

(2016) Ping Feng et al.   ADVANCED FUNCTIONAL MATERIALS

Graphene Coupled with Silicon Quantum Dots for High-Performance Bulk-Silicon-Based Schottky-Junction Photodetectors

(2016) Ting Yu et al.   ADVANCED MATERIALS

Direct Observation of Localized Radial Oxygen Migration in Functioning Tantalum Oxide Memristors

(2016) Suhas Kumar et al.   ADVANCED MATERIALS

Anisotropic Black Phosphorus Synaptic Device for Neuromorphic Applications

(2016) He Tian et al.   ADVANCED MATERIALS

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

Wave-Based Neuromorphic Computing Framework for Brain-Like Energy Efficiency and Integration

(2016) Yasunao Katayama et al.   IEEE TRANSACTIONS ON NANOTECHNOLOGY

Fabrication of zinc stannate based all-printed resistive switching device

(2016) Ghayas-ud-din Siddiqui et al.   MATERIALS LETTERS

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

Electrolyte-gated organic synapse transistor interfaced with neurons

(2016) Simon Desbief et al.   ORGANIC ELECTRONICS

A ferroelectric memristor based on the migration of oxygen vacancies

(2016) Pengfei Hou et al.   RSC Advances

Artificial synapses based on biopolymer electrolyte-coupled SnO2 nanowire transistors

(2016) Guangyang Gou et al.   Journal of Materials Chemistry C

Memristors for Energy-Efficient New Computing Paradigms

(2016) Doo Seok Jeong et al.   Advanced Electronic Materials

Organic core-sheath nanowire artificial synapses with femtojoule energy consumption

(2016) W. Xu et al.   Science Advances

Printability of alloys for additive manufacturing

(2016) T. Mukherjee et al.   Scientific Reports

Carbon Nanotube Synaptic Transistor Network for Pattern Recognition

(2015) Sungho Kim et al.   ACS Applied Materials & Interfaces

Comparative Study on the Localized Surface Plasmon Resonance of Boron- and Phosphorus-Doped Silicon Nanocrystals

(2015) Shu Zhou et al.   ACS Nano

Magnetoelectric Coupling in Well-Ordered Epitaxial BiFeO3/CoFe2O4/SrRuO3 Heterostructured Nanodot Array

(2015) Guo Tian et al.   ACS Nano

Switching Kinetic of VCM-Based Memristor: Evolution and Positioning of Nanofilament

(2015) Jui-Yuan Chen et al.   ADVANCED MATERIALS

An Ultrahigh-Resolution Digital Image Sensor with Pixel Size of 50 nm by Vertical Nanorod Arrays

(2015) Chengming Jiang et al.   ADVANCED MATERIALS

Skin-Inspired Haptic Memory Arrays with an Electrically Reconfigurable Architecture

(2015) Bowen Zhu et al.   ADVANCED MATERIALS

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

Neuromorphic Hardware System for Visual Pattern Recognition With Memristor Array and CMOS Neuron

(2015) Myonglae Chu et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Ultra-Low-Energy Three-Dimensional Oxide-Based Electronic Synapses for Implementation of Robust High-Accuracy Neuromorphic Computation Systems

(2014) Bin Gao et al.   ACS Nano

Enhanced resistive switching effect upon illumination in self-assembled NiWO4nano-nests

(2014) Bai Sun et al.   CHEMICAL COMMUNICATIONS

A Memristor SPICE Model Accounting for Volatile Characteristics of Practical ReRAM

(2014) Radu Berdan et al.   IEEE ELECTRON DEVICE LETTERS

A Floating Analog Memristor Emulator Circuit

(2014)   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS

Two Memristor SPICE Models and Their Applications in Microwave Devices

(2014) Kai Da Xu et al.   IEEE TRANSACTIONS ON NANOTECHNOLOGY

Carbon nanotube electronics: recent advances

(2014) Lian-Mao Peng et al.   Materials Today

NeuroGrid: recording action potentials from the surface of the brain

(2014) Dion Khodagholy et al.   NATURE NEUROSCIENCE

Crystal growth within a phase change memory cell

(2014) Abu Sebastian et al.   Nature Communications

Novel synaptic memory device for neuromorphic computing

(2014) Saptarshi Mandal et al.   Scientific Reports

Study of Multi-level Characteristics for 3D Vertical Resistive Switching Memory

(2014) Yue Bai et al.   Scientific Reports

Hydrothermal Preparation and White-Light-Controlled Resistive Switching Behavior of BaWO4 Nanospheres

(2014) Bai Sun et al.   Nano-Micro Letters

Analog Neuromorphic Module Based on Carbon Nanotube Synapses

(2013) Alex Ming Shen et al.   ACS Nano

HfOx-Based Vertical Resistive Switching Random Access Memory Suitable for Bit-Cost-Effective Three-Dimensional Cross-Point Architecture

(2013) Shimeng Yu et al.   ACS Nano

Large Resistive Switching in Ferroelectric BiFeO3Nano-Island Based Switchable Diodes

(2013) Sahwan Hong et al.   ADVANCED MATERIALS

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

(2013) Shimeng Yu et al.   ADVANCED MATERIALS

Electromechanical Coupling among Edge Dislocations, Domain Walls, and Nanodomains in BiFeO3 Revealed by Unit-Cell-Wise Strain and Polarization Maps

(2013) A. Lubk et al.   NANO LETTERS

Impact of Bi Deficiencies on Ferroelectric Resistive Switching Characteristics Observed at p-Type Schottky-Like Pt/Bi1-δFeO3 Interfaces

(2012) Atsushi Tsurumaki et al.   ADVANCED FUNCTIONAL MATERIALS

A Carbon Nanotube Synapse with Dynamic Logic and Learning

(2012) Kyunghyun Kim et al.   ADVANCED MATERIALS

The Quantum Point-Contact Memristor

(2012) E. Miranda et al.   IEEE ELECTRON DEVICE LETTERS

Memristor Emulator for Memristor Circuit Applications

(2012) Hyongsuk Kim et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS

Phase change materials

(2012) Simone Raoux et al.   MRS BULLETIN

Self-Aligned Nanotube–Nanowire Phase Change Memory

(2012) Feng Xiong et al.   NANO LETTERS

A scalable neuristor built with Mott memristors

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

Room-Temperature Ferroelectric Resistive Switching in Ultrathin Pb(Zr0.2Ti0.8)O3 Films

(2011) Daniel Pantel et al.   ACS Nano

Short-Term Memory to Long-Term Memory Transition in a Nanoscale Memristor

(2011) Ting Chang et al.   ACS Nano

Atomic Switch: Atom/Ion Movement Controlled Devices for Beyond Von-Neumann Computers

(2011) Tsuyoshi Hasegawa et al.   ADVANCED MATERIALS

Multiferroic coupling in nanoscale BiFeO3

(2011) Sudipta Goswami et al.   APPLIED PHYSICS LETTERS

A Memristor Device Model

(2011) Chris Yakopcic et al.   IEEE ELECTRON DEVICE LETTERS

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

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

Modeling the Universal Set/Reset Characteristics of Bipolar RRAM by Field- and Temperature-Driven Filament Growth

(2011) Daniele Ielmini   IEEE TRANSACTIONS ON ELECTRON DEVICES

Scaling analysis of submicrometer nickel-oxide-based resistive switching memory devices

(2011) D. Ielmini et al.   JOURNAL OF APPLIED PHYSICS

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

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

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

(2011) Duygu Kuzum et al.   NANO LETTERS

Device and SPICE modeling of RRAM devices

(2011) Patrick Sheridan et al.   Nanoscale

Programmable nanowire circuits for nanoprocessors

(2011) Hao Yan et al.   NATURE

Two-Terminal Carbon Nanotube Programmable Devices for Adaptive Architectures

(2010) Guillaume Agnus et al.   ADVANCED MATERIALS

Memristive circuits simulate memcapacitors and meminductors

(2010) Y.V. Pershin et al.   ELECTRONICS LETTERS

A Memristor SPICE Implementation and a New Approach for Magnetic Flux-Controlled Memristor Modeling

(2010) Daniel Batas et al.   IEEE TRANSACTIONS ON NANOTECHNOLOGY

Multilevel resistive switching in Ti/CuxO/Pt memory devices

(2010) Sheng-Yu Wang et al.   JOURNAL OF APPLIED PHYSICS

GENERAL SPICE MODELS FOR MEMRISTOR AND APPLICATION TO CIRCUIT SIMULATION OF MEMRISTOR-BASED SYNAPSES AND MEMORY CELLS

(2010) MOHAMMAD JAVAD SHARIFI et al.   JOURNAL OF CIRCUITS SYSTEMS AND COMPUTERS

Novel Nonvolatile Memory with Multibit Storage Based on a ZnO Nanowire Transistor

(2010) Jung Inn Sohn et al.   NANO LETTERS

Nanoscale Memristor Device as Synapse in Neuromorphic Systems

(2010) Sung Hyun Jo et al.   NANO LETTERS

‘Memristive’ switches enable ‘stateful’ logic operations via material implication

(2010) Julien Borghetti et al.   NATURE

An Organic Nanoparticle Transistor Behaving as a Biological Spiking Synapse

(2009) Fabien Alibart et al.   ADVANCED FUNCTIONAL MATERIALS

Phase Change Materials and Their Application to Nonvolatile Memories

(2009) Simone Raoux et al.   CHEMICAL REVIEWS

Memristor−CMOS Hybrid Integrated Circuits for Reconfigurable Logic

(2009) Qiangfei Xia et al.   NANO LETTERS

CMOS Compatible Nanoscale Nonvolatile Resistance Switching Memory

(2008) Sung Hyun Jo et al.   NANO LETTERS

The missing memristor found

(2008) Dmitri B. Strukov et al.   NATURE