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:
- ☆18Dec 22, 2024Updated last year
- 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 5 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
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Optical Neural Networks on PyTorch. diffractive propagation, nonlinear-photonic-activation☆146Feb 27, 2022Updated 4 years ago
- Here, we use Deep SHAP (or SHAP) to explain the behavior of nanophotonic structures learned by a convolutional neural network (CNN). Refe…☆22May 7, 2022Updated 4 years ago
- 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
- ☆32Apr 15, 2024Updated 2 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 4 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
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Implementation of discrete version of GS-algorithm for metasurface holography☆12Apr 16, 2020Updated 6 years ago
- Simulation of the Freespace Optical Convolutional Neural Networks based on PyTorch. It uses Angular Spectrum method to simulate the propa…☆27Apr 8, 2023Updated 3 years ago
- 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
- Diffractive Deep Neural Network. Image classification of Fashion-MNIST dataset using Python 3.6 and Tensorflow.☆42Dec 21, 2018Updated 7 years ago
- Training code for the paper entitled Image-free classification of fast-moving objects using ‘learned’ structured illumination and single-…☆20Apr 6, 2020Updated 6 years ago
- Flexible simulation package for optical neural networks☆278Apr 22, 2020Updated 6 years ago
- A simulation framework for unitary neural networks and photonic devices☆130Apr 21, 2021Updated 5 years ago
- D2NN TRANNING SCRIPT☆64Feb 27, 2019Updated 7 years ago
- Code and project page for Spectral DiffuserCam☆33Oct 1, 2020Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- 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 3 months ago
- [Nature Communications 2023] "Wearable in-sensor reservoir computing using optoelectronic polymers with through-space charge-transport ch…☆17Jan 11, 2023Updated 3 years 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…☆25Mar 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
- ☆15Aug 2, 2025Updated last year
- Machine learning-guided synthesis of advanced inorganic materials☆10Oct 15, 2019Updated 6 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- 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
- Model-Agnostic Meta-Learning for HDR Image Reconstruction. By learning the common structure between all LDR-to-HDR conversion tasks, our …☆11May 10, 2021Updated 5 years 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
- ☆19Mar 3, 2020Updated 6 years ago
- Software framework for Designing and Mapping a CNN onto neuromorphic chip with crossbar array of synapses.☆11Jan 24, 2020Updated 6 years ago