4.8 Review

Carbon Nanodots Memristor: An Emerging Candidate toward Artificial Biosynapse and Human Sensory Perception System

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Flexible and transparent memristive synapse based on polyvinylpyrrolidone/N-doped carbon quantum dot nanocomposites for neuromorphic computing†

Tao Zeng et al.

Summary: This study presents a flexible and transparent memristive synapse based on PVP/NCQD nanocomposites, which successfully emulate diverse synaptic functions and demonstrate excellent mechanical strain adaptability.

NANOSCALE ADVANCES (2021)

Article Materials Science, Multidisciplinary

Controllable binary/ternary memory behavior induced by isomerization of phenylhydrazone groups in polymer side chains under ultraviolet light conditions

Guan Wang et al.

Summary: The polymeric material with hydrazone structures used as the active layer in the sandwiched device allows for multi-factor collaborative regulation of memory device performance. The reversible photo-induced cis-trans isomerization of phenylhydrazone groups under alternating irradiation at different wavelengths enables binary memory performance in the electrical device. Additionally, conformational changes in the phenylhydrazone groups after UV irradiation result in improved electrical conductivity under an electric field, offering a new solution for updating multi-level memory devices.

JOURNAL OF MATERIALS CHEMISTRY C (2021)

Article Chemistry, Multidisciplinary

Intrinsic polarization coupling in 2D α-In2Se3 toward artificial synapse with multimode operations

Jing Gao et al.

Summary: This study demonstrates the use of 2D ferroelectric alpha-In2Se3 as an active channel material to emulate typical synaptic functions. The synaptic device features multimode operations enabled by coupled ferroelectric polarization under various voltage pulses applied at both drain and gate terminals, with energy consumption reduced to around 1 pJ by using high-kappa dielectric. The successful control of ferroelectric polarizations in alpha-In2Se3 and its application in artificial synapses are expected to inspire the implementation of 2D ferroelectric materials for future neuromorphic systems.

SMARTMAT (2021)

Article Chemistry, Multidisciplinary

Vertical-organic-nanocrystal-arrays for crossbar memristors with tuning switching dynamics toward neuromorphic computing

Fangxu Yang et al.

Summary: The vertical-organic-nanocrystal-arrays (VONAs) present a viable solution to the challenges faced by Memristors, with its perfect one-dimensional structure allowing for precise control of conducting filaments and a wide range of resistance states, enabling large-scale device fabrication. This technology has the potential to effectively mimic various types of synaptic plasticity, showing promise for future applications.

SMARTMAT (2021)

Article Chemistry, Multidisciplinary

Highly flexible and degradable memory electronics comprised of all-biocompatible materials

Tongfen Jiang et al.

Summary: This study introduces a fully biocompatible resistive switching memory electronic device with promising nonvolatile characteristics for flexible and transient memory applications. The device exhibits rewritable flash-type memory behavior with low operation voltage, high ON/OFF ratio, long retention time, and small bending radius. As a proof of degradability, the transient memory can dissolve completely in deionized water within 90 seconds and decompose naturally in soil within 6 days, paving a novel way for flexible and wearable green electronics.

NANOSCALE (2021)

Review Materials Science, Multidisciplinary

Overview of electric-field-induced deposition technology in fabricating organic thin films

Cheng Zhang et al.

Summary: Electric-field induced deposition technology has been proven effective in tuning the properties of various materials and has shown progress in fabricating organic thin films. While EFID is versatile in fabricating scalable thin films, challenges remain in controlling the nucleation, crystallization, and self-assembly of organic materials.

JOURNAL OF MATERIALS CHEMISTRY C (2021)

Article Chemistry, Multidisciplinary

Multifunctional Polymer Memory via Bi-Interfacial Topography for Pressure Perception Recognition

Xiangjing Wang et al.

ADVANCED SCIENCE (2020)

Article Materials Science, Multidisciplinary

A High-Performance Memristor Device and Its Filter Circuit Application

Chao Gao et al.

PHYSICA STATUS SOLIDI-RAPID RESEARCH LETTERS (2020)

Article Materials Science, Multidisciplinary

Photoreduced nanocomposites of graphene oxide/N-doped carbon dots toward all-carbon memristive synapses

Ya Lin et al.

NPG ASIA MATERIALS (2020)

Article Chemistry, Multidisciplinary

Hysteretic Ion Migration and Remanent Field in Metal Halide Perovskites

Yongtao Liu et al.

ADVANCED SCIENCE (2020)

Article Nanoscience & Nanotechnology

Fabrication of One-Dimensional Organic Nanofiber Networks via Electrophoretic Deposition for a Nonvolatile Memory Device

Cheng Zhang et al.

ACS APPLIED MATERIALS & INTERFACES (2020)

Review Materials Science, Multidisciplinary

The strategies of filament control for improving the resistive switching performance

Teng Li et al.

JOURNAL OF MATERIALS CHEMISTRY C (2020)

Review Materials Science, Multidisciplinary

Recent advances in organic-based materials for resistive memory applications

Yang Li et al.

INFOMAT (2020)

Review Materials Science, Multidisciplinary

Advanced low-dimensional carbon materials for flexible devices

Chandreyee M. Das et al.

INFOMAT (2020)

Review Chemistry, Multidisciplinary

Current status and prospects of memristors based on novel 2D materials

Qianlong Zhao et al.

MATERIALS HORIZONS (2020)

Article Chemistry, Multidisciplinary

Designing carbon conductive filament memristor devices for memory and electronic synapse applications

Zhenyu Zhou et al.

MATERIALS HORIZONS (2020)

Article Chemistry, Physical

Green Synthesis and Electrochemical Study of Cobalt/Graphene Quantum Dots for Efficient Water Splitting

Joseph Cirone et al.

JOURNAL OF PHYSICAL CHEMISTRY C (2019)

Article Materials Science, Multidisciplinary

High quality fullerene film based on electrophoresis deposition for RRAM device application

Zhengqiang Li et al.

ORGANIC ELECTRONICS (2019)

Review Nanoscience & Nanotechnology

Recent Developments and Perspectives for Memristive Devices Based on Metal Oxide Nanowires

Gianluca Milano et al.

ADVANCED ELECTRONIC MATERIALS (2019)

Article Chemistry, Multidisciplinary

Mimicking Neuroplasticity in a Hybrid Biopolymer Transistor by Dual Modes Modulation

Ziyu Lv et al.

ADVANCED FUNCTIONAL MATERIALS (2019)

Article Energy & Fuels

Synthesis of luminescent carbon quantum dots by microplasma process

Xintong Ma et al.

CHEMICAL ENGINEERING AND PROCESSING-PROCESS INTENSIFICATION (2019)

Review Biotechnology & Applied Microbiology

Small molecules derived carbon dots: synthesis and applications in sensing, catalysis, imaging, and biomedicine

Anirudh Sharma et al.

JOURNAL OF NANOBIOTECHNOLOGY (2019)

Review Chemistry, Multidisciplinary

Evolution and Synthesis of Carbon Dots: From Carbon Dots to Carbonized Polymer Dots

Chunlei Xia et al.

ADVANCED SCIENCE (2019)

Article Chemistry, Physical

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

Xiaojian Zhu et al.

NATURE MATERIALS (2019)

Article Materials Science, Multidisciplinary

High-performance flexible sensing devices based on polyaniline/MXene nanocomposites

Lianjia Zhao et al.

INFOMAT (2019)

Proceedings Paper Nanoscience & Nanotechnology

Hydrothermal Synthesis of Carbon Quantum Dots from Biowaste for Bio-imaging

Persia Ada N. de Yro et al.

7TH INTERNATIONAL CONFERENCE ON NANO AND MATERIALS SCIENCE (ICNMS 2019) (2019)

Article Chemistry, Multidisciplinary

Aligned Carbon Nanotube Synaptic Transistors for Large-Scale Neuromorphic Computing

Ivan Sanchez Esqueda et al.

ACS NANO (2018)

Article Chemistry, Physical

Resistive switching and transport characteristics of an all-carbon memristor

Thomas J. Raeber et al.

CARBON (2018)

Article Chemistry, Multidisciplinary

Phototunable Biomemory Based on Light-Mediated Charge Trap

Ziyu Lv et al.

ADVANCED SCIENCE (2018)

Review Nanoscience & Nanotechnology

Carbon nanomaterials for non-volatile memories

Ethan C. Ahn et al.

NATURE REVIEWS MATERIALS (2018)

Article Chemistry, Multidisciplinary

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

Xiaobing Yan et al.

ADVANCED FUNCTIONAL MATERIALS (2018)

Article Chemistry, Multidisciplinary

Low-Power, Electrochemically Tunable Graphene Synapses for Neuromorphic Computing

Mohammad Taghi Sharbati et al.

ADVANCED MATERIALS (2018)

Article Chemistry, Multidisciplinary

Deriving highly oriented organic nanofibers and ternary memory performance via salification-induced effectst

Cheng Zhang et al.

CHEMICAL COMMUNICATIONS (2018)

Review Engineering, Electrical & Electronic

Organic electronics for neuromorphic computing

Yoeri van De Burgt et al.

NATURE ELECTRONICS (2018)

Article Engineering, Electrical & Electronic

Electronic synapses made of layered two-dimensional materials

Yuanyuan Shi et al.

NATURE ELECTRONICS (2018)

Article Chemistry, Multidisciplinary

Threshold Switching of Ag or Cu in Dielectrics: Materials, Mechanism, and Applications

Zhongrui Wang et al.

ADVANCED FUNCTIONAL MATERIALS (2018)

Review Engineering, Electrical & Electronic

The future of electronics based on memristive systems

Mohammed A. Zidan et al.

NATURE ELECTRONICS (2018)

Review Chemistry, Multidisciplinary

On-Demand Reconfiguration of Nanomaterials: When Electronics Meets Ionics

Jihang Lee et al.

ADVANCED MATERIALS (2018)

Article Chemistry, Multidisciplinary

Supramolecular Self-Assembly in a Sub-micrometer Electrodic Cavity: Fabrication of Heat-Reversible π-Gel Memristor

Lei Zhang et al.

JOURNAL OF THE AMERICAN CHEMICAL SOCIETY (2017)

Article Materials Science, Biomaterials

Carbon quantum dots from carbonized walnut shells: Structural evolution, fluorescence characteristics, and intracellular bioimaging

Chaoge Cheng et al.

MATERIALS SCIENCE AND ENGINEERING C-MATERIALS FOR BIOLOGICAL APPLICATIONS (2017)

Article Chemistry, Multidisciplinary

Electrochemical Method To Prepare Graphene Quantum Dots and Graphene Oxide Quantum Dots

Satyaprakash Ahirwar et al.

ACS OMEGA (2017)

Article Chemistry, Physical

Plasma-catalytic conversion of CO2 and CO2/H2O in a surface-wave sustained microwave discharge

Guoxing Chen et al.

APPLIED CATALYSIS B-ENVIRONMENTAL (2017)

Article Chemistry, Multidisciplinary

Extraordinarily Stretchable All-Carbon Collaborative Nanoarchitectures for Epidermal Sensors

Yichen Cai et al.

ADVANCED MATERIALS (2017)

Article Materials Science, Multidisciplinary

Organic electronic synapses with pinched hystereses based on graphene quantum-dot nanocomposites

Hwan Young Choi et al.

NPG ASIA MATERIALS (2017)

Article Nanoscience & Nanotechnology

Probing Energy and Electron Transfer Mechanisms in Fluorescence Quenching of Biomass Carbon Quantum Dots

Zicheng Liang et al.

ACS APPLIED MATERIALS & INTERFACES (2016)

Article Chemistry, Multidisciplinary

Conductive Graphitic Channel in Graphene Oxide-Based Memristive Devices

Sung Kyu Kim et al.

ADVANCED FUNCTIONAL MATERIALS (2016)

Article Chemistry, Multidisciplinary

Preparation of carbon dots by non-focusing pulsed laser irradiation in toluene

Huiwu Yu et al.

CHEMICAL COMMUNICATIONS (2016)

Article Chemistry, Analytical

Green synthesis of carbon dots from prawn shells for highly selective and sensitive detection of copper ions

Gangaraju Gedda et al.

SENSORS AND ACTUATORS B-CHEMICAL (2016)

Article Materials Science, Multidisciplinary

Low operating voltage ambipolar graphene oxide-floating-gate memory devices based on quantum dots

Yongli Che et al.

JOURNAL OF MATERIALS CHEMISTRY C (2016)

Article Chemistry, Multidisciplinary

Carbon and Graphene Quantum Dots for Optoelectronic and Energy Devices: A Review

Xiaoming Li et al.

ADVANCED FUNCTIONAL MATERIALS (2015)

Review Chemistry, Multidisciplinary

Carbon quantum dots and their applications

Shi Ying Lim et al.

CHEMICAL SOCIETY REVIEWS (2015)

Article Chemistry, Multidisciplinary

Intramolecular Hydrogen Bonds Quench Photoluminescence and Enhance Photocatalytic Activity of Carbon Nanodots

Pengju Yang et al.

CHEMISTRY-A EUROPEAN JOURNAL (2015)

Article Engineering, Electrical & Electronic

HfO2-Based OxRAM Devices as Synapses for Convolutional Neural Networks

Daniele Garbin et al.

IEEE TRANSACTIONS ON ELECTRON DEVICES (2015)

Article Chemistry, Multidisciplinary

Graphene Dynamic Synapse with Modulatable Plasticity

He Tian et al.

NANO LETTERS (2015)

Article Multidisciplinary Sciences

Human-level control through deep reinforcement learning

Volodymyr Mnih et al.

NATURE (2015)

Article Physics, Condensed Matter

Synthesis of carbon nanotubes by the laser ablation method: Effect of laser wavelength

Justyna Chrzanowska et al.

PHYSICA STATUS SOLIDI B-BASIC SOLID STATE PHYSICS (2015)

Review Materials Science, Multidisciplinary

Recent progress in organic resistance memory with small molecules and inorganic-organic hybrid polymers as active elements

Chengyuan Wang et al.

JOURNAL OF MATERIALS CHEMISTRY C (2015)

Article Chemistry, Multidisciplinary

Resistive Switching Memory Based on Bioinspired Natural Solid Polymer Electrolytes

Niloufar Raeis Hosseini et al.

ACS NANO (2015)

Article Chemistry, Applied

Dry reforming of CH4 on Rh doped Co/Al2O3 catalysts

Zs Ferencz et al.

CATALYSIS TODAY (2014)

Article Chemistry, Multidisciplinary

Synthesis, Characterization, and Non-Volatile Memory Device Application of an N-Substituted Heteroacene

Chengyuan Wang et al.

CHEMISTRY-AN ASIAN JOURNAL (2014)

Article Materials Science, Multidisciplinary

Arc discharge synthesis of carbon nanotubes: Comprehensive review

Neha Arora et al.

DIAMOND AND RELATED MATERIALS (2014)

Article Chemistry, Physical

Graphene Quantum Dots

Mitchell Bacon et al.

PARTICLE & PARTICLE SYSTEMS CHARACTERIZATION (2014)

Article Chemistry, Multidisciplinary

Inorganic-organic hybrid polymer with multiple redox for high-density data storage

Benlin Hu et al.

CHEMICAL SCIENCE (2014)

Article Neurosciences

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

Sukru B. Eryilmaz et al.

FRONTIERS IN NEUROSCIENCE (2014)

Article Nanoscience & Nanotechnology

Synthesis and Nonvolatile Memory Behaviors of Dioxatetraazapentacene Derivatives

Gang Li et al.

ACS APPLIED MATERIALS & INTERFACES (2013)

Article Chemistry, Multidisciplinary

Analog Neuromorphic Module Based on Carbon Nanotube Synapses

Alex Ming Shen et al.

ACS NANO (2013)

Article Chemistry, Multidisciplinary

A Carbon Nanotube Synapse with Dynamic Logic and Learning

Kyunghyun Kim et al.

ADVANCED MATERIALS (2013)

Article Engineering, Electrical & Electronic

A Novel Defect-Engineering-Based Implementation for High-Performance Multilevel Data Storage in Resistive Switching Memory

Bin Gao et al.

IEEE TRANSACTIONS ON ELECTRON DEVICES (2013)

Article Materials Science, Multidisciplinary

Resistive switching characteristics of a Pt nanoparticle-embedded SiO2-based memory

Chih-Yi Liu et al.

THIN SOLID FILMS (2013)

Article Multidisciplinary Sciences

Formation of nanodiamonds at near-ambient conditions via microplasma dissociation of ethanol vapour

Ajay Kumar et al.

NATURE COMMUNICATIONS (2013)

Article Chemistry, Multidisciplinary

Observation of Conductance Quantization in Oxide-Based Resistive Switching Memory

Xiaojian Zhu et al.

ADVANCED MATERIALS (2012)

Article Physics, Applied

Resistive switching characteristics of nickel silicide layer embedded HfO2 film

Debashis Panda et al.

APPLIED PHYSICS LETTERS (2012)

Article Chemistry, Inorganic & Nuclear

Large scale electrochemical synthesis of high quality carbon nanodots and their photocatalytic property

Hai Ming et al.

DALTON TRANSACTIONS (2012)

Article Physics, Applied

Formation of multiple conductive filaments in the Cu/ZrO2:Cu/Pt device

Qi Liu et al.

APPLIED PHYSICS LETTERS (2009)

Article Multidisciplinary Sciences

The missing memristor found

Dmitri B. Strukov et al.

NATURE (2008)

Article Physics, Applied

Carbon nanostructures production by gas-phase plasma processes at atmospheric pressure

J. Gonzalez-Aguilar et al.

JOURNAL OF PHYSICS D-APPLIED PHYSICS (2007)

Article Chemistry, Multidisciplinary

Quantum-sized carbon dots for bright and colorful photoluminescence

Ya-Ping Sun et al.

JOURNAL OF THE AMERICAN CHEMICAL SOCIETY (2006)

Review Physics, Multidisciplinary

Colloquium:: Reactive plasmas as a versatile nanofabrication tool

K Ostrikov

REVIEWS OF MODERN PHYSICS (2005)

Article Engineering, Electrical & Electronic

Non-volatile memory technologies: emerging concepts and new materials

R Bez et al.

MATERIALS SCIENCE IN SEMICONDUCTOR PROCESSING (2004)

Article Chemistry, Multidisciplinary

Electrophoretic analysis and purification of fluorescent single-walled carbon nanotube fragments

XY Xu et al.

JOURNAL OF THE AMERICAN CHEMICAL SOCIETY (2004)

Article Multidisciplinary Sciences

α-neurexins couple Ca2+ channels to synaptic vesicle exocytosis

M Missler et al.

NATURE (2003)

Article Engineering, Chemical

Carbon black processing by thermal plasma. Analysis of the particle formation mechanism

F Fabry et al.

CHEMICAL ENGINEERING SCIENCE (2001)

Article Chemistry, Physical

Fullerene production in a 3-phase AC plasma process

L Fulcheri et al.

CARBON (2000)