ReviewScience and technology of advanced materials2023
A review of memristor: material and structure design, device performance, applications and prospects.
Review in Science and technology of advanced materials, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 38 papers.
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Who cites it
38 citing papers in PubMed.
- Controlling Ion Dynamics at Nanoscale for Memristor-Based Neuromorphic Computing.Small (Weinheim an der Bergstrasse, Germany) · 2026Article
- Effects of Gamma Irradiation on the Artificial Spiking Neurons Based on NbOSmall (Weinheim an der Bergstrasse, Germany) · 2026Article
- Research on Memristors in Hardware Security.Micromachines · 2026Review
- Ultrafast Multilevel Switching and Synaptic Behavior in a Planar Quantum Topological Memristor.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Editorial for the Special Issue on Advanced Thin Films: Design, Fabrication, and Applications, 2nd Edition.Micromachines · 2026Article
- HfOScience advances · 2026Article
- An Ultrathin, Cyano-Functionalized Copolymeric Memristor by iCVD Process for Driving Convolutional Neural Networks of High-Resolution Images.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Article
- Organic Phototransistor Photonic Synapses for Artificial Vision.Nano-micro letters · 2026Review
- Ultralow-Power Peptide-Based Memristor Enabled by Emulation of Proton-Mediated Synaptic Signaling.Small methods · 2025Article
- Multifunctional Colloidal Quantum Dots-Based Light-Emitting Devices for On-Chip Integration.Nanomaterials (Basel, Switzerland) · 2025Review
- High-Entropy Oxide Memristors for Neuromorphic Computing: From Material Engineering to Functional Integration.Nano-micro letters · 2025Review
- Filamentary Resistive Switching Mechanism in CuO Thin Film-Based Memristor.Materials (Basel, Switzerland) · 2025Article
- Hysteresis in Perovskite Devices: Understanding the Abrupt Resistive Switching Mechanism.ACS energy letters · 2025Article
- VOAdvanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Article
- Programmable memristors with two-dimensional nanofluidic channels.Nature communications · 2025Article
- Memristor Emulator Circuits: Recent Advances in Design Methodologies, Healthcare Applications, and Future Prospects.Micromachines · 2025Review
- Perovskite Quantum Dot-Based Memory Technologies: Insights from Emerging Trends.Nanomaterials (Basel, Switzerland) · 2025Review
- Electric Field-Driven Conformational Changes in Molecular Memristor and Synaptic Behavior.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Article
- Memristive Ion Dynamics to Enable Biorealistic Computing.Chemical reviews · 2025Review
Corrections and comments
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Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
With the booming growth of artificial intelligence (AI), the traditional von Neumann computing architecture based on complementary metal oxide semiconductor devices are facing memory wall and power wall. Memristor based in-memory computing can potentially overcome the current bottleneck of computer and achieve hardware breakthrough. In this review, the recent progress of memory devices in material and structure design, device performance and applications are summarized. Various resistive switching materials, including electrodes, binary oxides, perovskites, organics, and two-dimensional materials, are presented and their role in the memristor are discussed. Subsequently, the construction of shaped electrodes, the design of functional layer and other factors influencing the device performance are analyzed. We focus on the modulation of the resistances and the effective methods to enhance the performance. Furthermore, synaptic plasticity, optical-electrical properties, the fashionable applications in logic operation and analog calculation are introduced. Finally, some critical issues such as the resistive switching mechanism, multi-sensory fusion, system-level optimization are discussed.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.