Resistive random access memory: introduction to device mechanism, materials and application to neuromorphic computing

Abstract The modern-day computing technologies are continuously undergoing a rapid changing landscape; thus, the demands of new memory types are growing that will be fast, energy efficient and durable. The limited scaling capabilities of the conventional memory technologies are pushing the limits of...

Full description

Bibliographic Details
Published in:	Nanoscale Research Letters
Main Authors:	Furqan Zahoor, Fawnizu Azmadi Hussin, Usman Bature Isyaku, Shagun Gupta, Farooq Ahmad Khanday, Anupam Chattopadhyay, Haider Abbas
Format:	Article
Language:	English
Published:	SpringerOpen 2023-03-01
Subjects:	Resistive random access memory (RRAM) High-density memory Power dissipation Emerging memory technologies 2D materials Neuromorphic computing
Online Access:	https://doi.org/10.1186/s11671-023-03775-y

Similar Items

Conductive Bridge Random Access Memory (CBRAM): Challenges and Opportunities for Memory and Neuromorphic Computing Applications
by: Haider Abbas, et al.
Published: (2022-04-01)

Carbon-based memristors for resistive random access memory and neuromorphic applications
by: Fan Yang, et al.
Published: (2024-06-01)

Ternary Arithmetic Logic Unit Design Utilizing Carbon Nanotube Field Effect Transistor (CNTFET) and Resistive Random Access Memory (RRAM)
by: Furqan Zahoor, et al.
Published: (2021-10-01)

Design implementations of ternary logic systems: A critical review
by: Furqan Zahoor, et al.
Published: (2024-09-01)

Memory Manufacture Under Microgravity (MMuM): In‐Space Manufactured ZnO‐Based Resistive Random Access Memory for Emerging Computing Application
by: Yujian Huang, et al.
Published: (2025-08-01)

Resistive Random Access Memory (RRAM): an Overview of Materials, Switching Mechanism, Performance, Multilevel Cell (mlc) Storage, Modeling, and Applications
by: Furqan Zahoor, et al.
Published: (2020-04-01)

CMOS‐Compatible HfOx‐Based Radiation Hardening Component for Neuromorphic Computing Applications
by: Yao‐Feng Chang, et al.
Published: (2025-06-01)

Minimization of the Line Resistance Impact on Memdiode-Based Simulations of Multilayer Perceptron Arrays Applied to Pattern Recognition
by: Fernando Leonel Aguirre, et al.
Published: (2021-02-01)

Flash Memory for Synaptic Plasticity in Neuromorphic Computing: A Review
by: Jisung Im, et al.
Published: (2025-02-01)

Modeling of Bilayer Modulated RRAM and Its Array Performance for Compute-in-Memory Applications
by: Jia-Wei Lee, et al.
Published: (2023-01-01)

Atomic Layer-Deposited HfAlOx-Based RRAM with Low Operating Voltage for Computing In-Memory Applications
by: Zhen-Yu He, et al.
Published: (2019-02-01)

Recent progress in neuromorphic and memory devices based on graphdiyne
by: Zhi-Cheng Zhang, et al.
Published: (2023-12-01)

Capacity, Fidelity, and Noise Tolerance of Associative Spatial-Temporal Memories Based on Memristive Neuromorphic Networks
by: Dmitri Gavrilov, et al.
Published: (2018-03-01)

Reliable Multistate RRAM Devices for Reconfigurable CAM and IMC Applications
by: Shengpeng Xing, et al.
Published: (2025-01-01)

Device Variation Effects on Neural Network Inference Accuracy in Analog In‐Memory Computing Systems
by: Qiwen Wang, et al.
Published: (2022-08-01)

Binary Associative Memories as a Benchmark for Spiking Neuromorphic Hardware
by: Andreas Stöckel, et al.
Published: (2017-08-01)

A Low-Power RRAM Memory Block for Embedded, Multi-Level Weight and Bias Storage in Artificial Neural Networks
by: Stefan Pechmann, et al.
Published: (2021-10-01)

Role of Trapping in Non‐Volatility of Electrochemical Neuromorphic Organic Devices
by: Henrique Frulani de Paula Barbosa, et al.
Published: (2024-12-01)

Coexistence of unipolar and bipolar resistive switching in optical synaptic memristors and neuromorphic computing
by: Dongsheng Cui, et al.
Published: (2025-03-01)

Flexible Parylene C-Based RRAM Array for Neuromorphic Applications
by: Jo-Eun Kim, et al.
Published: (2022-01-01)

Energy-Efficient Non-Von Neumann Computing Architecture Supporting Multiple Computing Paradigms for Logic and Binarized Neural Networks
by: Tommaso Zanotti, et al.
Published: (2021-07-01)

SPIKA: an energy-efficient time-domain hybrid CMOS-RRAM compute-in-memory macro
by: Khaled Humood, et al.
Published: (2025-04-01)

Carbon Nanotube and Resistive Random Access Memory Based Unbalanced Ternary Logic Gates and Basic Arithmetic Circuits
by: Furqan Zahoor, et al.
Published: (2020-01-01)

Polarization Pruning: Reliability Enhancement of Hafnia‐Based Ferroelectric Devices for Memory and Neuromorphic Computing
by: Ryun‐Han Koo, et al.
Published: (2024-11-01)

X-TIME: Accelerating Large Tree Ensembles Inference for Tabular Data With Analog CAMs
by: Giacomo Pedretti, et al.
Published: (2024-01-01)

Harnessing ferroic ordering in thin film devices for analog memory and neuromorphic computing applications down to deep cryogenic temperatures
by: Sayani Majumdar
Published: (2024-05-01)

Graphene-based RRAM devices for neural computing
by: Rajalekshmi T. R, et al.
Published: (2023-10-01)

A Survey of Emerging Memory in a Microcontroller Unit
by: Longning Qi, et al.
Published: (2024-04-01)

Tunable synaptic working memory with volatile memristive devices
by: Saverio Ricci, et al.
Published: (2023-01-01)

Neuromorphic Metamaterials for Mechanosensing and Perceptual Associative Learning
by: Katherine S. Riley, et al.
Published: (2022-12-01)

Smart Logic-in-Memory Architecture for Low-Power Non-Von Neumann Computing
by: Tommaso Zanotti, et al.
Published: (2020-01-01)

Van der Waals materials-based floating gate memory for neuromorphic computing
by: Qianyu Zhang, et al.
Published: (2023-12-01)

Robust working memory in an asynchronously spiking neural network realized in neuromorphic VLSI
by: Massimiliano eGiulioni, et al.
Published: (2012-02-01)

Cross‐Point Arrays with Low‐Power ITO‐HfO2 Resistive Memory Cells Integrated on Vertical III‐V Nanowires
by: Karl‐Magnus Persson, et al.
Published: (2020-06-01)

RRAM based processing-in-memory for efficient intelligent vision tasks at the edge
by: Ashwani Kumar, et al.
Published: (2024-08-01)

Review of Electrochemically Synthesized Resistive Switching Devices: Memory Storage, Neuromorphic Computing, and Sensing Applications
by: Somnath S. Kundale, et al.
Published: (2023-06-01)

Recent Developments on Novel 2D Materials for Emerging Neuromorphic Computing Devices
by: Muhammad Hamza Pervez, et al.
Published: (2025-02-01)

Thermal Characterization of Conductive Filaments in Unipolar Resistive Memories
by: Cristina Aguilera-Pedregosa, et al.
Published: (2023-03-01)

Flexible and Reliable Parylene‐C Resistive Random Access Memory Array with Graphene Barrier for Neuromorphic Systems
by: Seonjeong Lee, et al.
Published: (2025-08-01)

Neuromorphic-P2M: processing-in-pixel-in-memory paradigm for neuromorphic image sensors
by: Md Abdullah-Al Kaiser, et al.
Published: (2023-05-01)