Vivswan Shah

AnalogVNN: A fully modular framework for modeling and optimizing photonic neural networks

2022 · arXiv (Cornell University)

AnalogVNN, a simulation framework built on PyTorch which can simulate the effects of optoelectronic noise, limited precision, and signal normalization present in photonic neural network accelerators. We use this framework to train and optimize linear …