ArticleNature communications2024
Adaptative machine vision with microsecond-level accurate perception beyond human retina.
Article in Nature communications, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 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
14 citing papers in PubMed.
- Bioinspired Photodetectors: From Nature to Advanced Applications.Advanced materials (Deerfield Beach, Fla.) · 2026Review
- Autonomous Motion Vision with Tri-bulk-heterojunctioned Organic Adaptation Transistor.Nature communications · 2026Article
- Full vision adaptation in mixed-light conditions enabled by dynamic water adsorption/desorption.Nature communications · 2026Article
- Article
- Te/Si Mixed-Dimensional van der Waals Heterojunction for Artificial Bionic Visual Devices.ACS omega · 2026Article
- Ge-Based Visible-Infrared Bipolar Floating-Gate Phototransistor for Broad-Spectrum Retinal Bionics.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Article
- Devices, Functions, and Applications of Artificial Neuromorphic Visual Systems.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Review
- Ultra-highly linear GaLight, science & applications · 2025Article
- Event-driven retinomorphic photodiode with bio-plausible temporal dynamics.Nature nanotechnology · 2025Article
- Intelligent Photodetectors: Postmanufacturing Tunability toward Enhanced Performance and Advanced Functions.Chemical reviews · 2025Review
- 2D computational photodetectors enabling multidimensional optical information perception.Nature communications · 2025Review
- In-material physical computing based on reconfigurable microwire arrays via halide-ion segregation.Nature communications · 2025Article
- In-sensor multilevel image adjustment for high-clarity contour extraction using adjustable synaptic phototransistors.Science advances · 2025Article
- Avalanche Multiplication in Two-Dimensional Layered Materials: Principles and Applications.Nanomaterials (Basel, Switzerland) · 2025Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
16 authors.
Funding
Abstract
Visual adaptive devices have potential to simplify circuits and algorithms in machine vision systems to adapt and perceive images with varying brightness levels, which is however limited by sluggish adaptation process. Here, the avalanche tuning as feedforward inhibition in bionic two-dimensional (2D) transistor is proposed for fast and high-frequency visual adaptation behavior with microsecond-level accurate perception, the adaptation speed is over 10
Indexed as
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.