ArticleNature communications2023
Light-enhanced molecular polarity enabling multispectral color-cognitive memristor for neuromorphic visual system.
Article in Nature communications, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
18 citing papers in PubMed.
- Linker-Locking Strategy for the Rigidification of Flexible Metal-Organic Framework: Structural Stabilization and Controlled ESIPT for HAdvanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Analysis and Applications of Neuromorphic Memristors in Artificial Intelligence Computing.Nano-micro letters · 2026Review
- Amphibian-inspired neuromorphic dynamic vision systems based on ferroelectric field-effect transistor.Nature communications · 2026Article
- Polymer-Based Linear and Symmetric Artificial Synaptic Memristors for Accurate and Reliable Neuromorphic Computing Applications.Nanomaterials (Basel, Switzerland) · 2026Review
- Ultrafast visual perception beyond human capabilities enabled by motion analysis using synaptic transistors.Nature communications · 2026Article
- Bifunctional Metformin-Phenolic Hybrids with Improved Anticancer and Antioxidant Properties: Evaluation on Glioma Cells.International journal of molecular sciences · 2026Article
- Polarity-Controlled Volatile HfOAdvanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- High-Endurance STO:YSZ Optoelectronic Memristors with Vertically Aligned Nanocomposite Structure for Edge Detection.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Performance Optimization Strategies for Polymer Organic Field-Effect Transistors as Sensing Platforms.Sensors (Basel, Switzerland) · 2025Review
- Additive Manufacturing of Neuromorphic Systems.Advanced materials (Deerfield Beach, Fla.) · 2025Review
- Ultra-highly linear GaLight, science & applications · 2025Article
- A facile photonics reconfigurable memristor with dynamically allocated neurons and synapses functions.Light, science & applications · 2025Article
- Physisorption-assistant optoelectronic synaptic transistors based on TaLight, science & applications · 2025Article
- A bioinspired in-materia analog photoelectronic reservoir computing for human action processing.Nature communications · 2025Article
- Nonlinear memristive computational spectrometer.Light, science & applications · 2025Article
- RGB Color-Discriminable Photonic Synapse for Neuromorphic Vision System.Nano-micro letters · 2024Article
- Artificial optoelectronic synapse based on CdSe nanobelt photosensitized MoSNanophotonics (Berlin, Germany) · 2024Article
- Two-Dimensional MXene as a Promising Adsorbent for Trihalomethanes Removal: A Density-Functional Theory Study.Nanomaterials (Basel, Switzerland) · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
Abstract
An optoelectronic synapse having a multispectral color-discriminating ability is an essential prerequisite to emulate the human retina for realizing a neuromorphic visual system. Several studies based on the three-terminal transistor architecture have shown its feasibility; however, its implementation with a two-terminal memristor architecture, advantageous to achieving high integration density as a simple crossbar array for an ultra-high-resolution vision chip, remains a challenge. Furthermore, regardless of the architecture, it requires specific material combinations to exhibit the photo-synaptic functionalities, and thus its integration into various systems is limited. Here, we suggest an approach that can universally introduce a color-discriminating synaptic functionality into a two-terminal memristor irrespective of the kinds of switching medium. This is possible by simply introducing the molecular interlayer with long-lasting photo-enhanced dipoles that can adjust the resistance of the memristor at the light-irradiation. We also propose the molecular design principle that can afford this feature. The optoelectronic synapse array having a color-discriminating functionality is confirmed to improve the inference accuracy of the convolutional neural network for the colorful image recognition tasks through a visual pre-processing. Additionally, the wavelength-dependent optoelectronic synapse can also be leveraged in the design of a light-programmable reservoir computing system.
Identifiers
What OpenQuestion holds
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.