mcmahon-lab / ONN-device-control
Device control modules for an optical matrix-vector multiplier with a low photon count.
☆12Updated 3 years ago
Alternatives and similar repositories for ONN-device-control:
Users that are interested in ONN-device-control are comparing it to the libraries listed below
- Simulation and optimization of dielectric metalens with Tidy3D☆26Updated 3 years ago
- ☆17Updated 5 months ago
- SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classi…☆33Updated last year
- Meta_SCMT is a software to inverse design large-area dielectric metasurface. The key factor that differentiates the Meta_SCMT from curren…☆43Updated last year
- RCWA with inherent automatic differentiation using TensorFlow☆44Updated 3 years ago
- Supporting code for "End-to-end optical backpropagation for training neural networks".☆43Updated 4 years ago
- Scripts for training neural networks resistant to photon shot noise with quantization-aware training, together with the code for simulati…☆18Updated 3 years ago
- A hybrid data- and physics-augmented CNN that predicts EM field distributions with ultrafast speed and high accuracy for entire classes o…☆18Updated 2 years ago
- A Python (v3.6.5) package that provides a set of basic functions commonly used in integrated photonics.☆28Updated last month
- GPU-accelerated RCWA with automatic differentiation☆114Updated 8 months ago
- Arrayed Waveguide Grating (AWG) model and simulation in Matlab☆20Updated 3 years ago
- Objective-first approach to nanophotonic design, implemented in Matlab☆32Updated 6 years ago
- A tool for mapping and simulating convolutions using ultrafast photonics☆13Updated 5 years ago
- Neural Inverse Design of Nanostructures☆39Updated last year
- Implementation of image sensing using a 2-layer optical neural network with optical-to-optical nonlinear activations☆31Updated 2 years ago
- Optimization and inverse design of photonic crystals using deep reinforcement learning☆64Updated last year
- Automated Metasurface Design by Machine Learning☆13Updated 4 years ago
- Metamaterial lens shape discovery and optimization methods for the design of COPILOT optical instruments.☆10Updated last year
- ☆13Updated 5 years ago
- Optical Vortex beam can be generated from Spatial Light Modulators (SLM) by uploading required phase mask. This GUI based code can be use…☆10Updated 6 years ago
- testbed problems for photonics optimization☆35Updated 7 months ago
- Generates metasurface GDSII layouts for a given phase mask and FDTD dimension vs phase data☆61Updated 3 years ago
- Python implementation of rigorous coupled wave analysis, autograd supported for optimization purpose☆70Updated 3 years ago
- ☆27Updated 3 years ago
- Rigorous coupled wave analysis and PWEM implemented in short readable python codes☆34Updated 3 years ago
- Set of routines in Python used to control a Spatial Light Modulator☆12Updated 8 years ago
- ☆13Updated 3 years ago
- code for Large area optimization of meta-lens via data-free machine learning☆17Updated last year
- (Tensorflow Version) D-Flat is a forward and inverse design framework for flat optics. Although specially geared for the design of metasu…☆79Updated last year