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RxNN: A Framework for Evaluating Deep Neural Networks on Resistive Crossbars

IEEE transactions on computer-aided design of integrated circuits and systems, 2021-02, Vol.40 (2), p.326-338

2021

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A Review of Three-Dimensional Resistive Switching Cross-Bar Array Memories from the Integration and Materials Property Points of View

Advanced functional materials, 2014-09, Vol.24 (34), p.5316-5339

2014

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An SBT-memristor-based crossbar memory circuit Project supported by the National Natural Science Foundation of China (Grant Nos. 61703246 and 61703247), the Qingdao Science and Technology Plan Project (Grant No. 19-6-2-2-cg), and the Elite Project of Shandong University of Science and Technology

Chinese physics B, 2021-06, Vol.30 (6)

2021

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Graph Analysis with Multifunctional Self‐Rectifying Memristive Crossbar Array

Advanced materials (Weinheim), 2023-03, Vol.35 (10), p.e2209503-n/a

2023

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Nanoscale 3D Stackable Ag-Doped HfO x ‑Based Selector Devices Fabricated through Low-Temperature Hydrogen Annealing

ACS applied materials & interfaces, 2019-08, Vol.11 (32), p.29408-29415

2019

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Memristor‐Based Analog Computation and Neural Network Classification with a Dot Product Engine

Advanced materials (Weinheim), 2018-03, Vol.30 (9), p.n/a

2018

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A novel physical unclonable function (PUF) using 16 × 16 pure-HfO x ferroelectric tunnel junction array for security applications

Nanotechnology, 2021-11, Vol.32 (48), p.485202

2021

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Retention enhancement through capacitance-dependent voltage division analysis in 3D stackable TaOx/HfO2-based selectorless memristor

Materials & design, 2021-09, Vol.207, p.109845, Article 109845

2021

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Logic operation-based Design for Testability method and parallel test algorithm for 1T1R crossbar

Electronics letters, 2017-12, Vol.53 (25), p.1631-1632

2017

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Resistive switching memories based on metal oxides: mechanisms, reliability and scaling

Semiconductor science and technology, 2016-05, Vol.31 (6), p.63002

Ielmini, Daniele

2016

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Memristor crossbar-based Pavlov associative memory network for dynamic information correlation

International journal of electronics and communications, 2023-02, Vol.159, p.154472, Article 154472

2023

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Sneak, discharge, and leakage current issues in a high-dimensional 1T1M memristive crossbar

Journal of computational electronics, 2020-06, Vol.19 (2), p.565-575

2020

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Demonstration of synaptic and resistive switching characteristics in W/TiO2/HfO2/TaN memristor crossbar array for bioinspired neuromorphic computing

Journal of materials science & technology, 2022-01, Vol.96, p.94-102

2022

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NEAT: Nonlinearity Aware Training for Accurate, Energy-Efficient, and Robust Implementation of Neural Networks on 1T-1R Crossbars

IEEE transactions on computer-aided design of integrated circuits and systems, 2022-08, Vol.41 (8), p.2625-2637

2022

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An Atomically Thin Optoelectronic Machine Vision Processor

Advanced materials (Weinheim), 2020-09, Vol.32 (36), p.e2002431-n/a

2020

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Networking retinomorphic sensor with memristive crossbar for brain-inspired visual perception

National science review, 2021-02, Vol.8 (2), p.nwaa172-nwaa172

2021

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Flexible 3D memristor array for binary storage and multi‐states neuromorphic computing applications

InfoMat, 2021-02, Vol.3 (2), p.212-221

2021

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Y2O3-based memristive crossbar array for synaptic learning

Journal of physics. D, Applied physics, 2022-05, Vol.55 (20)

2022

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Relevance of Hidden Transients in the Steady State Memristor Measurements

IEEE electron device letters, 2024-09, p.1-1

2024

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CCCS: customized spice-level crossbar-array circuit simulator for in-memory computing

2020 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 2020, p.1-8

2020

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ITT-RNA: Imperfection Tolerable Training for RRAM-Crossbar-Based Deep Neural-Network Accelerator

IEEE transactions on computer-aided design of integrated circuits and systems, 2021-01, Vol.40 (1), p.129-142

2021

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Threshold learning algorithm for memristive neural network with binary switching behavior

Neural networks, 2024-08, Vol.176, p.106355, Article 106355

2024

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SR‐Crossbar topology for large‐scale RF MEMS switch matrices

IET microwaves, antennas & propagation, 2019-02, Vol.13 (2), p.231-238

2019

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Memristor-Based Circuit Design for Multilayer Neural Networks

IEEE transactions on circuits and systems. I, Regular papers, 2018-02, Vol.65 (2), p.677-686

2018

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Memristive Model for Synaptic Circuits

IEEE transactions on circuits and systems. II, Express briefs, 2017-07, Vol.64 (7), p.767-771

2017

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RxNN: A Framework for Evaluating Deep Neural Networks on Resistive Crossbars

A Review of Three-Dimensional Resistive Switching Cross-Bar Array Memories from the Integration and Materials Property Points of View

An SBT-memristor-based crossbar memory circuit Project supported by the National Natural Science Foundation of China (Grant Nos. 61703246 and 61703247), the Qingdao Science and Technology Plan Project (Grant No. 19-6-2-2-cg), and the Elite Project of Shandong University of Science and Technology

Graph Analysis with Multifunctional Self‐Rectifying Memristive Crossbar Array

Nanoscale 3D Stackable Ag-Doped HfO x ‑Based Selector Devices Fabricated through Low-Temperature Hydrogen Annealing

Memristor‐Based Analog Computation and Neural Network Classification with a Dot Product Engine

A novel physical unclonable function (PUF) using 16 × 16 pure-HfO x ferroelectric tunnel junction array for security applications

Retention enhancement through capacitance-dependent voltage division analysis in 3D stackable TaOx/HfO2-based selectorless memristor

Logic operation-based Design for Testability method and parallel test algorithm for 1T1R crossbar

Resistive switching memories based on metal oxides: mechanisms, reliability and scaling

Memristor crossbar-based Pavlov associative memory network for dynamic information correlation

Sneak, discharge, and leakage current issues in a high-dimensional 1T1M memristive crossbar

Demonstration of synaptic and resistive switching characteristics in W/TiO2/HfO2/TaN memristor crossbar array for bioinspired neuromorphic computing

NEAT: Nonlinearity Aware Training for Accurate, Energy-Efficient, and Robust Implementation of Neural Networks on 1T-1R Crossbars

An Atomically Thin Optoelectronic Machine Vision Processor

Networking retinomorphic sensor with memristive crossbar for brain-inspired visual perception

Flexible 3D memristor array for binary storage and multi‐states neuromorphic computing applications

Y2O3-based memristive crossbar array for synaptic learning

Relevance of Hidden Transients in the Steady State Memristor Measurements

CCCS: customized spice-level crossbar-array circuit simulator for in-memory computing

ITT-RNA: Imperfection Tolerable Training for RRAM-Crossbar-Based Deep Neural-Network Accelerator

Threshold learning algorithm for memristive neural network with binary switching behavior

SR‐Crossbar topology for large‐scale RF MEMS switch matrices

Memristor-Based Circuit Design for Multilayer Neural Networks

Memristive Model for Synaptic Circuits

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