ArticleLight, science & applications2022
Metasurface-enabled on-chip multiplexed diffractive neural networks in the visible.
Article in Light, science & applications, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 69 papers.
What it found
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Who cites it
69 citing papers in PubMed.
- How nanophotonics can drive optical computing toward practical applications.Nature nanotechnology · 2026Review
- Article
- Artificial Intelligence-Driven Metasurfaces Spanning Multidimensional Light Field Control and Free Space Computing.Micromachines · 2026Review
- Music recognition based on diffractive neural networks.iScience · 2026Article
- Recent Progress in Nanophotonics for Green Energy, Medicine, Healthcare, and Optical Computing Applications.Materials (Basel, Switzerland) · 2026Review
- XOR-Logic Phase Coding Programmable Metasurface for Low Power-Consumption Systems.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Diffractive Optical Neural Networks: Pathways Toward Intelligent and Scalable Photonic Computing.Nanophotonics (Berlin, Germany) · 2026Review
- High-clockrate free-space optical in-memory computing.Light, science & applications · 2026Article
- Anti-interference diffractive deep neural networks for multi-object recognition.Light, science & applications · 2026Article
- Compound Meta-Optics for Advanced Optical Engineering.Sensors (Basel, Switzerland) · 2026Review
- Piezoelectric surface acoustic wave memristor neural network.Science advances · 2026Article
- Diffractive magic cube network with super-high capacity enabled by mechanical reconfiguration.Nature communications · 2026Article
- Metaoptics merging computational optics and optical computing toward intelligent visual perception.Science advances · 2026Review
- Polarization-Multiplexed Metalens Enables Switchable and Compact Chromatic Confocal Sensing with Dual-Mode Precision Control.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- A 0.18 cubic centimeter 3D meta-holographic zoom micro-projector.Nature communications · 2025Article
- High-capacity directional information processor using all-optical multilayered neural networks.Science advances · 2025Article
- What is next for LLMs? Pushing the boundaries of next-gen AI computing hardware with photonic chips.Nanophotonics (Berlin, Germany) · 2025Review
- A Review: Grating Encoder Technologies for Multi-Degree-of-Freedom Spatial Measurement.Sensors (Basel, Switzerland) · 2025Review
- A Review: Absolute Linear Encoder Measurement Technology.Sensors (Basel, Switzerland) · 2025Review
- Digital-analog hybrid matrix multiplication processor for optical neural networks.Nature communications · 2025Article
9 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
9 authors.
Funding
Abstract
Replacing electrons with photons is a compelling route toward high-speed, massively parallel, and low-power artificial intelligence computing. Recently, diffractive networks composed of phase surfaces were trained to perform machine learning tasks through linear optical transformations. However, the existing architectures often comprise bulky components and, most critically, they cannot mimic the human brain for multitasking. Here, we demonstrate a multi-skilled diffractive neural network based on a metasurface device, which can perform on-chip multi-channel sensing and multitasking in the visible. The polarization multiplexing scheme of the subwavelength nanostructures is applied to construct a multi-channel classifier framework for simultaneous recognition of digital and fashionable items. The areal density of the artificial neurons can reach up to 6.25 × 10
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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.