Implementation of image sensing using a 2-layer optical neural network with optical-to-optical nonlinear activations
☆43Dec 1, 2022Updated 3 years ago
Alternatives and similar repositories for Image-sensing-with-multilayer-nonlinear-optical-neural-networks
Users that are interested in Image-sensing-with-multilayer-nonlinear-optical-neural-networks are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- hybrid optical electronic convolutional neural networks☆154Nov 11, 2019Updated 6 years ago
- Supporting code for "End-to-end optical backpropagation for training neural networks".☆58Sep 30, 2020Updated 6 years ago
- Pytorch version of D2NN☆117Jun 13, 2023Updated 3 years ago
- Device control modules for an optical matrix-vector multiplier with a low photon count.☆15Jan 31, 2022Updated 4 years ago
- Optical Neural Networks on PyTorch. diffractive propagation, nonlinear-photonic-activation☆146Feb 27, 2022Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Scripts for training neural networks resistant to photon shot noise with quantization-aware training, together with the code for simulati…☆21Jan 31, 2022Updated 4 years ago
- Diffraction Deep Neural Networks(D2NN)☆246Oct 29, 2022Updated 3 years ago
- ☆32Apr 15, 2024Updated 2 years ago
- Inverse design of metasurface using Generative Adversarial Neural Network☆11Sep 8, 2022Updated 4 years ago
- 看過All-optical machine learning using diffractive deep neural networks論文，實現代碼☆27Dec 15, 2018Updated 7 years ago
- Implementation of Manuscript "Training large-scale optoelectronic neural networks with dual-neuron optical-artificial learning"☆11May 6, 2026Updated 5 months ago
- EDOF image restoration in a cell phone☆21May 20, 2023Updated 3 years ago
- ☆14Dec 13, 2018Updated 7 years ago
- (Non-official) Python simulation of the paper "All-optical machine learning using diffractive deep neural networks"☆17May 22, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classi…☆48May 8, 2023Updated 3 years ago
- ☆10Aug 27, 2026Updated last month
- Neuromorphic/Reservoir computing with spatiotemporal nonlinear propagation in GIMF☆25Sep 16, 2021Updated 5 years ago
- Diffractive Deep Neural Network. Image classification of Fashion-MNIST dataset using Python 3.6 and Tensorflow.☆42Dec 21, 2018Updated 7 years ago
- Analog Computing chip Combining Electronics and Light (ACCEL)☆33Jul 22, 2023Updated 3 years ago
- Flexible simulation package for optical neural networks☆279Apr 22, 2020Updated 6 years ago
- A simulation framework for unitary neural networks and photonic devices☆131Apr 21, 2021Updated 5 years ago
- diffraction model-driven network for 4K computer-generated holography☆27Sep 9, 2026Updated last month
- Code and project page for Spectral DiffuserCam☆33Oct 1, 2020Updated 6 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- This is the official pytorch code repo for the ICCV 2019 paper Towards Photorealistic Reconstruction of Highly Multiplexed Lensless Image…☆43Jun 23, 2024Updated 2 years ago
- ☆23May 23, 2026Updated 4 months ago
- Verilog-A model library for photonic devices and components used in electronics-photonics co-simulation☆23Feb 10, 2026Updated 7 months ago
- This code is for paper "Multiple-image encryption and hiding with an optical diffractive neural network"☆31Dec 29, 2019Updated 6 years ago
- Kang, I., Zhang, Q., Yu, S.X. et al. Coordinate-based neural representations for computational adaptive optics in widefield microscopy. N…☆26Mar 21, 2025Updated last year
- Official code repository for the paper: "Mask-ToF: Learning Microlens Masks for Flying Pixel Correction in Time-of-Flight Imaging"☆16Jan 18, 2024Updated 2 years ago
- The Multi-Capacity and Multi-Level Localization Project tackles the complex problem of finding optimal locations for elements such as fac…☆13Aug 19, 2025Updated last year
- ☆21Mar 20, 2019Updated 7 years ago
- Suite for Analysis of Molecular Simulations☆12Sep 17, 2026Updated 3 weeks ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆15Aug 2, 2025Updated last year
- Machine learning-guided synthesis of advanced inorganic materials☆10Oct 15, 2019Updated 6 years ago
- This place provide different SRAM cells netlist to be simulated with HSpice tool in sub-20nm FinFET technologies.☆12Dec 31, 2020Updated 5 years ago
- Diffractive optical neural network training with arbitrary spatial coherence.☆37Mar 12, 2024Updated 2 years ago
- Neuromorphic simulator with two modes of computation☆17Mar 4, 2026Updated 7 months ago
- Generating metasurface layout and simulating metalens as the superposition of the point source☆28Dec 20, 2023Updated 2 years ago
- A multi-scale differential optimization framework for diffractive optical systems.☆53Apr 1, 2024Updated 2 years ago