Flexible electronic synapse enabled by ferroelectric field effect transistor for robust neuromorphic computing

Fully hardware-implemented memristor convolutional neural network

(2020) Peng Yao et al.   NATURE

U1 snRNP regulates cancer cell migration and invasion in vitro

(2020) Jung-Min Oh et al.   Nature Communications

Back-End, CMOS-Compatible Ferroelectric Field-Effect Transistor for Synaptic Weights

(2020) Mattia Halter et al.   ACS Applied Materials & Interfaces

Ferroelectric Analog Synaptic Transistors

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

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

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

Neuro-Mimetic Dynamics of a Ferroelectric FET-Based Spiking Neuron

(2019) Yan Fang et al.   IEEE ELECTRON DEVICE LETTERS

Recent Advances in Transistor‐Based Artificial Synapses

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Bridging Biological and Artificial Neural Networks with Emerging Neuromorphic Devices: Fundamentals, Progress, and Challenges

(2019) Jianshi Tang et al.   ADVANCED MATERIALS

Highly Robust Flexible Ferroelectric Field Effect Transistors Operable at High Temperature with Low‐Power Consumption

(2019) Chuanlai Ren et al.   ADVANCED FUNCTIONAL MATERIALS

Stretchable ferroelectric field-effect-transistor with multi-level storage capacity and photo-modulated resistance

(2019) Liqun Xiong et al.   APPLIED PHYSICS LETTERS

Towards spike-based machine intelligence with neuromorphic computing

(2019) Kaushik Roy et al.   NATURE

Artificial Optoelectronic Synapses Based on Ferroelectric Field-Effect Enabled 2D Transition Metal Dichalcogenide Memristive Transistors

(2019) Zheng-Dong Luo et al.   ACS Nano

Reproducible Ultrathin Ferroelectric Domain Switching for High‐Performance Neuromorphic Computing

(2019) Jiankun Li et al.   ADVANCED MATERIALS

Muscovite mica as a universal platform for flexible electronics

(2019) Gaokuo Zhong et al.   Journal of Materiomics

Controllable SET process in O-Ti-Sb-Te based phase change memory for synaptic application

(2018) Kun Ren et al.   APPLIED PHYSICS LETTERS

Artificial electronic synapse characteristics of a Ta/Ta2O5-x/Al2O3/InGaZnO4 memristor device on flexible stainless steel substrate

(2018) Xiaobing Yan et al.   APPLIED PHYSICS LETTERS

First Demonstration of a Logic-process Compatible Junctionless Ferroelectric FinFET Synapse for Neuromorphic Applications

(2018) Myungsoo Seo et al.   IEEE ELECTRON DEVICE LETTERS

Memristor-Based Circuit Design for Multilayer Neural Networks

(2018) Yang Zhang et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS

Neuro-Inspired Computing With Emerging Nonvolatile Memorys

(2018) Shimeng Yu   PROCEEDINGS OF THE IEEE

Photonic Synapses Based on Inorganic Perovskite Quantum Dots for Neuromorphic Computing

(2018) Yan Wang et al.   ADVANCED MATERIALS

Flexible Electronic Synapses for Face Recognition Application with Multimodulated Conductance States

(2018) Tian-Yu Wang et al.   ACS Applied Materials & Interfaces

Emulating dynamic synaptic plasticity over broad timescales with memristive device

(2018) Yishu Zhang et al.   APPLIED PHYSICS LETTERS

HfZrOx-Based Ferroelectric Synapse Device With 32 Levels of Conductance States for Neuromorphic Applications

(2017) Seungyeol Oh et al.   IEEE ELECTRON DEVICE LETTERS

Synaptic Characteristics of Ag/AgInSbTe/Ta-Based Memristor for Pattern Recognition Applications

(2017) Yang Zhang et al.   IEEE TRANSACTIONS ON ELECTRON DEVICES

Neuromorphic computing with nanoscale spintronic oscillators

(2017) Jacob Torrejon et al.   NATURE

Face classification using electronic synapses

(2017) Peng Yao et al.   Nature Communications

Mimicking Classical Conditioning Based on a Single Flexible Memristor

(2016) Chaoxing Wu et al.   ADVANCED MATERIALS

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

(2016) David Silver et al.   NATURE

The chips are down for Moore’s law

(2016) M. Mitchell Waldrop   NATURE

Stochastic phase-change neurons

(2016) Tomas Tuma et al.   Nature Nanotechnology

Electrolyte-gated organic synapse transistor interfaced with neurons

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Organic core-sheath nanowire artificial synapses with femtojoule energy consumption

(2016) W. Xu et al.   Science Advances

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

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

(2015) Ning Qiao et al.   Frontiers in Neuroscience

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

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Large resistive switching in Pt/BNT/HfO2/Pt capacitors

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Synaptic Behaviors Mimicked in Flexible Oxide-Based Transistors on Plastic Substrates

(2013) Jumei Zhou et al.   IEEE ELECTRON DEVICE LETTERS

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