ArticleNature communications2023
A two-dimensional mid-infrared optoelectronic retina enabling simultaneous perception and encoding.
Article in Nature communications, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 35 papers.
What it found
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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.
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Who cites it
35 citing papers in PubMed.
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- Dual Randomness From Spatial and Temporal Variations in Stochastic Zinc Gallate Nanoclusters for PUF and TRNG Co-Driven Image Generation.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Wafer-scale 2D semimetal heterostructures enabling mid-infrared motion tracking with in-sensor perceptual compression.Science advances · 2026Article
- In-sensor multispectral perception for near- and mid-infrared discrimination.Nature communications · 2026Article
- Wide field-of-view anisotropic optoelectronic resistive memory for monocular in-sensor 3D motion perception and localization system.Nature communications · 2026Article
- Progress in Strain Engineering of 2D-Integrated Heterostructures for Ultrasensitive Sensors.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Review
- Ferroelectric Devices for In-Memory and In-Sensor Computing.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Review
- Two-dimensional materials for integrated sensing.Nature materials · 2026Review
- A Broad-Band Self-Powered Photodetector Based on a MoTeMaterials (Basel, Switzerland) · 2026Article
- Recent Progress in Silicon-Based On-Chip Integrated Infrared Photodetectors.Sensors (Basel, Switzerland) · 2026Review
- Polarization-sensitive neuromorphic vision sensing enabled by pristine black arsenic-phosphorus.Light, science & applications · 2026Article
- Retina-Inspired 2D Semiconductor NIR Sensor with PRO Architecture for Photodetection.ACS nano · 2026Article
- Multisensory Neuromorphic Devices: From Physics to Integration.Nano-micro letters · 2026Review
- Programmable Interface Atomic Rearrangement for Spatiotemporal Thermal Radiation Tailoring.Research (Washington, D.C.) · 2026Article
- Ge-Based Visible-Infrared Bipolar Floating-Gate Phototransistor for Broad-Spectrum Retinal Bionics.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Article
- 2D materials-based next-generation multidimensional photodetectors.Light, science & applications · 2025Review
- Two-Dimensional MXene-Based Advanced Sensors for Neuromorphic Computing Intelligent Application.Nano-micro letters · 2025Review
- 2D computational photodetectors enabling multidimensional optical information perception.Nature communications · 2025Review
- Bipolar-barrier tunnel heterostructures for high-sensitivity mid-wave infrared photodetection.Light, science & applications · 2025Article
- Bio-inspired mid-infrared neuromorphic transistors for dynamic trajectory perception using PdSeNature communications · 2025Article
Corrections and comments
- Erratum issued
Authors and funding
21 authors.
Funding
Abstract
Infrared machine vision system for object perception and recognition is becoming increasingly important in the Internet of Things era. However, the current system suffers from bulkiness and inefficiency as compared to the human retina with the intelligent and compact neural architecture. Here, we present a retina-inspired mid-infrared (MIR) optoelectronic device based on a two-dimensional (2D) heterostructure for simultaneous data perception and encoding. A single device can perceive the illumination intensity of a MIR stimulus signal, while encoding the intensity into a spike train based on a rate encoding algorithm for subsequent neuromorphic computing with the assistance of an all-optical excitation mechanism, a stochastic near-infrared (NIR) sampling terminal. The device features wide dynamic working range, high encoding precision, and flexible adaption ability to the MIR intensity. Moreover, an inference accuracy more than 96% to MIR MNIST data set encoded by the device is achieved using a trained spiking neural network (SNN).
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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.