ArticleNature2024
Fully forward mode training for optical neural networks.
Article in Nature, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 44 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
44 citing papers in PubMed.
- Spatiotemporal Computational Meta-Imager for Broadband Dual-Layer Optical Convolution.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Emerging integrated photonic neural network technologies for artificial intelligence: from devices to systems.National science review · 2026Review
- Microwave diffractive neural network chips for sensing and computing.Science advances · 2026Article
- High-speed reservoir computing using photonic integrated circuit optical parametric oscillators.Science advances · 2026Article
- Integrated Neuromorphic Photonic Computing for AI Acceleration: Emerging Devices, Network Architectures, and Future Paradigms.Advanced materials (Deerfield Beach, Fla.) · 2026Review
- Article
- Surrogate Scattering Matrix-Guided Inverse Design of Nanophotonic Neural Networks.Nanophotonics (Berlin, Germany) · 2026Article
- Analysis and Applications of Neuromorphic Memristors in Artificial Intelligence Computing.Nano-micro letters · 2026Review
- Photonic integrated computing engine for concurrent optical computing.Nature communications · 2026Article
- Parallel nonlinear neuromorphic computing with temporal encoding.Science advances · 2026Article
- Enhancing Durability and Efficiency of Electrochemical Energy Devices (Batteries and Solid Oxide Cells) Through Thermal Spray Coating Technologies: A Review.Materials (Basel, Switzerland) · 2026Review
- Wavelength-encoded neuromorphic inference enabled by microcavity MoSNature communications · 2026Article
- Bio-inspired backpropagation-free training for optical neural networks.Light, science & applications · 2026Article
- 2D Materials Powering Neuromorphic Intelligence.Nano-micro letters · 2026Review
- Creation of a computational space with model-free metasurface neural network.Nature communications · 2026Article
- Deep learning-enabled versatile shape perception for soft robots via single-ended multimode fiber.Science advances · 2026Article
- Nanosecond-latency all-optical fiber sensing with in-sensor computing.Light, science & applications · 2026Article
- Integrated van der Waals waveguides for all-optical nonlinear photonic circuits.Nature communications · 2026Article
- Time-synthetic optical neural networks with stable programmable gain.Nature communications · 2026Article
- Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Optical computing promises to improve the speed and energy efficiency of machine learning applications
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.