Memristive technologies for data storage, computation, encryption, and radio-frequency communication

A crossbar array of magnetoresistive memory devices for in-memory computing

(2022) Seungchul Jung et al.   NATURE

Energy-efficient Mott activation neuron for full-hardware implementation of neural networks

(2021) Sangheon Oh et al.   Nature Nanotechnology

Robust high-dimensional memory-augmented neural networks

(2021) Geethan Karunaratne et al.   Nature Communications

Advanced Data Encryption ​using 2D Materials

(2021) Chao Wen et al.   ADVANCED MATERIALS

Physical Unclonable Functions Using Ferroelectric Tunnel Junctions

(2021) Sihyun Kim et al.   IEEE ELECTRON DEVICE LETTERS

Efficient Pipelined Execution of CNNs Based on In-Memory Computing and Graph Homomorphism Verification

(2021) Martino Dazzi et al.   IEEE TRANSACTIONS ON COMPUTERS

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

(2021) Junsu Yu et al.   NANOTECHNOLOGY

Ultralow–switching current density multilevel phase-change memory on a flexible substrate

(2021) Asir Intisar Khan et al.   SCIENCE

Standards for the Characterization of Endurance in Resistive Switching Devices

(2021) Mario Lanza et al.   ACS Nano

Fully On-Chip MAC at 14 nm Enabled by Accurate Row-Wise Programming of PCM-Based Weights and Parallel Vector-Transport in Duration-Format

(2021) P. Narayanan et al.   IEEE TRANSACTIONS ON ELECTRON DEVICES

A survey of SRAM-based in-memory computing techniques and applications

(2021) Sparsh Mittal et al.   JOURNAL OF SYSTEMS ARCHITECTURE

The development of integrated circuits based on two-dimensional materials

(2021) Kaichen Zhu et al.   Nature Electronics

A four-megabit compute-in-memory macro with eight-bit precision based on CMOS and resistive random-access memory for AI edge devices

(2021) Je-Min Hung et al.   Nature Electronics

Fully hardware-implemented memristor convolutional neural network

(2020) Peng Yao et al.   NATURE

One-step regression and classification with cross-point resistive memory arrays

(2020) Zhong Sun et al.   Science Advances

A 0.32–128 TOPS, Scalable Multi-Chip-Module-Based Deep Neural Network Inference Accelerator With Ground-Referenced Signaling in 16 nm

(2020) Brian Zimmer et al.   IEEE JOURNAL OF SOLID-STATE CIRCUITS

Memory devices and applications for in-memory computing

(2020) Abu Sebastian et al.   Nature Nanotechnology

Memristor networks for real-time neural activity analysis

(2020) Xiaojian Zhu et al.   Nature Communications

Analog content-addressable memories with memristors

(2020) Can Li et al.   Nature Communications

Accurate deep neural network inference using computational phase-change memory

(2020) Vinay Joshi et al.   Nature Communications

Sub-nanosecond memristor based on ferroelectric tunnel junction

(2020) Chao Ma et al.   Nature Communications

In‐Memory Computing with Memristor Content Addressable Memories for Pattern Matching

(2020) Catherine E. Graves et al.   ADVANCED MATERIALS

An Experimental Proof that Resistance‐Switching Memory Cells are not Memristors

(2020) Jinsun Kim et al.   Advanced Electronic Materials

Analogue switches made from boron nitride monolayers for application in 5G and terahertz communication systems

(2020) Myungsoo Kim et al.   Nature Electronics

Power-efficient combinatorial optimization using intrinsic noise in memristor Hopfield neural networks

(2020) Fuxi Cai et al.   Nature Electronics

In-memory hyperdimensional computing

(2020) Geethan Karunaratne et al.   Nature Electronics

High tunnelling electroresistance in a ferroelectric van der Waals heterojunction via giant barrier height modulation

(2020) Jiangbin Wu et al.   Nature Electronics

Wafer-scale integration of two-dimensional materials in high-density memristive crossbar arrays for artificial neural networks

(2020) Shaochuan Chen et al.   Nature Electronics

True Random Number Generation Using Latency Variations of FRAM

(2020) Md Imtiaz Rashid et al.   IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS

Mixed-Signal Computing for Deep Neural Network Inference

(2020) Boris Murmann   IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS

Radiofrequency Switches Based on Emerging Resistive Memory Technologies - A Survey

(2020) Nicolas Wainstein et al.   PROCEEDINGS OF THE IEEE

An ultra-low voltage chaos-based true random number generator for IoT applications

(2019) Jen-Chieh Hsueh et al.   MICROELECTRONICS JOURNAL

Versatile stochastic dot product circuits based on nonvolatile memories for high performance neurocomputing and neurooptimization

(2019) M. R. Mahmoodi et al.   Nature Communications

Experimental Demonstration of AlN Heat Spreaders for the Monolithic Integration of Inline Phase-Change Switches

(2018) Nabil El-Hinnawy et al.   IEEE ELECTRON DEVICE LETTERS

Random Number Generation Based on Ferroelectric Switching

(2018) Halid Mulaosmanovic et al.   IEEE ELECTRON DEVICE LETTERS

The effect of the bottom electrode on ferroelectric tunnel junctions based on CMOS-compatible HfO2

(2018) Youngin Goh et al.   NANOTECHNOLOGY

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

(2018) Shinhyun Choi et al.   NATURE MATERIALS

Neuro-Inspired Computing With Emerging Nonvolatile Memorys

(2018) Shimeng Yu   PROCEEDINGS OF THE IEEE

Zero-static power radio-frequency switches based on MoS2 atomristors

(2018) Myungsoo Kim et al.   Nature Communications

Ultra-low power Hf0.5Zr0.5O2 based ferroelectric tunnel junction synapses for hardware neural network applications

(2018) Lin Chen et al.   Nanoscale

Multi-terminal memtransistors from polycrystalline monolayer molybdenum disulfide

(2018) Vinod K. Sangwan et al.   NATURE

Recommended Methods to Study Resistive Switching Devices

(2018) Mario Lanza et al.   Advanced Electronic Materials

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

(2018) Shuang Pi et al.   Nature Nanotechnology

Deep Learning With Spiking Neurons: Opportunities and Challenges

(2018) Michael Pfeiffer et al.   Frontiers in Neuroscience

Self-Heating Phase-Change Memory-Array Demonstrator for True Random Number Generation

(2017) Enrico Piccinini et al.   IEEE TRANSACTIONS ON ELECTRON DEVICES

Ultra-Wideband Low-Loss Switch Design in High-Resistivity Trap-Rich SOI With Enhanced Channel Mobility

(2017) Bo Yu et al.   IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES

Probing electrochemistry at the nanoscale: in situ TEM and STM characterizations of conducting filaments in memristive devices

(2017) Yuchao Yang et al.   JOURNAL OF ELECTROCERAMICS

Spintronics based random access memory: a review

(2017) Sabpreet Bhatti et al.   Materials Today

Atomristor: Nonvolatile Resistance Switching in Atomic Sheets of Transition Metal Dichalcogenides

(2017) Ruijing Ge et al.   NANO LETTERS

Chaotic dynamics in nanoscale NbO2 Mott memristors for analogue computing

(2017) Suhas Kumar et al.   NATURE

Temporal correlation detection using computational phase-change memory

(2017) Abu Sebastian et al.   Nature Communications

A novel true random number generator based on a stochastic diffusive memristor

(2017) Hao Jiang et al.   Nature Communications

$\mu $ RNG: A 300–950 mV, 323 Gbps/W All-Digital Full-Entropy True Random Number Generator in 14 nm FinFET CMOS

(2016) Sanu K. Mathew et al.   IEEE JOURNAL OF SOLID-STATE CIRCUITS

A Low-Cost Low-Power Ring Oscillator-Based Truly Random Number Generator for Encryption on Smart Cards

(2016) Dongsheng Liu et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS

Physical Unbiased Generation of Random Numbers With Coupled Resistive Switching Devices

(2016) Simone Balatti et al.   IEEE TRANSACTIONS ON ELECTRON DEVICES

Guidelines for a Reliable Analysis of Random Telegraph Noise in Electronic Devices

(2016) Francesco Maria Puglisi et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Unsupervised learning in probabilistic neural networks with multi-state metal-oxide memristive synapses

(2016) Alexander Serb et al.   Nature Communications

An event-based architecture for solving constraint satisfaction problems

(2015) Hesham Mostafa et al.   Nature Communications

Nanoscale memristive radiofrequency switches

(2015) Shuang Pi et al.   Nature Communications

Spin dice: A scalable truly random number generator based on spintronics

(2014) Akio Fukushima et al.   Applied Physics Express

Ferroelectric tunnel junctions for information storage and processing

(2014) Vincent Garcia et al.   Nature Communications

A 130.7-$\hbox{mm}^{2}$ 2-Layer 32-Gb ReRAM Memory Device in 24-nm Technology

(2013) Tz-yi Liu et al.   IEEE JOURNAL OF SOLID-STATE CIRCUITS

Fault Analysis and Evaluation of a True Random Number Generator Embedded in a Processor

(2013) Mathilde Soucarros et al.   JOURNAL OF ELECTRONIC TESTING-THEORY AND APPLICATIONS

2.4 Gbps, 7 mW All-Digital PVT-Variation Tolerant True Random Number Generator for 45 nm CMOS High-Performance Microprocessors

(2012) Sanu K. Mathew et al.   IEEE JOURNAL OF SOLID-STATE CIRCUITS

Sub-nanosecond switching of a tantalum oxide memristor

(2011) Antonio C Torrezan et al.   NANOTECHNOLOGY

Controllable Growth of Nanoscale Conductive Filaments in Solid-Electrolyte-Based ReRAM by Using a Metal Nanocrystal Covered Bottom Electrode

(2010) Qi Liu et al.   ACS Nano