Popular repositories
-
Physics-Aware-Training
Physics-Aware-Training PublicInstructional implementation of Physics-Aware Training (PAT) with demonstrations on simulated experiments.
-
Image-sensing-with-multilayer-nonlinear-optical-neural-networks
Image-sensing-with-multilayer-nonlinear-optical-neural-networks PublicImplementation of image sensing using a 2-layer optical neural network with optical-to-optical nonlinear activations
-
cim-optimizer
cim-optimizer PublicReference implementation of a simulator of multiple variants of the Coherent Ising Machine (CIM).
-
ONN-QAT-SQL
ONN-QAT-SQL PublicScripts for training neural networks resistant to photon shot noise with quantization-aware training, together with the code for simulating neural network performance under shot noise.
-
ONN-device-control
ONN-device-control PublicDevice control modules for an optical matrix-vector multiplier with a low photon count.
-
error_mitigation_vqe
error_mitigation_vqe PublicTools for optimizing quantum circuits and for performing rescaling-based error mitigation.
Repositories
- MultimodeNonlinearOptics Public
- mcmahon-lab.github.io Public
- NonlinearOpticsExamples Public
-
- 2D-programmable-waveguide Public
- The-Benefits-of-Self-Supervised-Learning-for-Training-Physical-Neural-Networks Public
Repository that contains the code to reproduce the results presented in the paper.
- Single-Photon-Detection-Neural-Networks Public
Physics-aware stochastic training for single-photon-detection neural networks (SPDNNs)
- cim-optimizer Public
Reference implementation of a simulator of multiple variants of the Coherent Ising Machine (CIM).
- Fourier-Series-Loader Public
- Image-sensing-with-multilayer-nonlinear-optical-neural-networks Public
Implementation of image sensing using a 2-layer optical neural network with optical-to-optical nonlinear activations
Top languages
Loading…