Xoreus / neuroptica
Python package used for the simulation of optical neural networks
☆15Updated 6 months ago
Alternatives and similar repositories for neuroptica:
Users that are interested in neuroptica are comparing it to the libraries listed below
- Simulation and optimization of dielectric metalens with Tidy3D☆28Updated 3 years ago
- A simulation framework for unitary neural networks and photonic devices☆105Updated 3 years ago
- SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classi…☆38Updated last year
- Supporting code for "End-to-end optical backpropagation for training neural networks".☆44Updated 4 years ago
- ☆19Updated 6 years ago
- Automated Metasurface Design by Machine Learning☆14Updated 4 years ago
- A tool for mapping and simulating convolutions using ultrafast photonics☆13Updated 5 years ago
- Optimization and inverse design of photonic crystals using deep reinforcement learning☆75Updated last year
- GAN-enabled metasuraface design☆60Updated 4 years ago
- simulate Magic-Angle Laser with lumerical FDTD☆11Updated 3 years ago
- A Python (v3.6.5) package that provides a set of basic functions commonly used in integrated photonics.☆28Updated 2 months ago
- Optical Neural Networks on PyTorch. diffractive propagation, nonlinear-photonic-activation☆131Updated 3 years ago
- Supplementary Material for "Neuromorphic Silicon Photonics"☆10Updated 7 years ago
- Base repository for simulation and control of photonic devices☆12Updated 2 years ago
- Continuous Adjoint Optimization with Lumerical, developed at UC Berkeley☆83Updated 6 years ago
- Deep Learning for metasurface parameter optimization using tensorflow/keras☆93Updated last year
- Silicon Photonics Design Tools.☆55Updated 2 months ago
- Arrayed Waveguide Grating (AWG) model and simulation in Matlab☆21Updated 3 years ago
- Diffractive optical neural network training with arbitrary spatial coherence.☆18Updated last year
- ☆16Updated 3 months 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
- Implementation of image sensing using a 2-layer optical neural network with optical-to-optical nonlinear activations☆32Updated 2 years ago
- A hybrid data- and physics-augmented CNN that predicts EM field distributions with ultrafast speed and high accuracy for entire classes o…☆19Updated 2 years ago
- A program using pytorch to simulate diffracive deep nerual network (D2NN), containing updates (relative to the original paper) of incoher…☆37Updated 5 months ago
- Pytorch Unofficial implement of paper "All optical machine learning using diffractive deep neural networks" .☆107Updated 3 years ago
- Textbook: Lukas Chrostowski, Michael Hochberg, "Silicon Photonics Design", Cambridge University Press 2015☆170Updated last month
- Artifical Neural Networks for use with Quantum Photonics☆40Updated 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
- A collection of Python scripts designed to interface with the Lumerical Design Suite.☆36Updated 2 weeks ago
- Adjoint-based optimization and inverse design of photonic devices.☆12Updated 5 years ago