Photonics for artificial intelligence and neuromorphic computing

Integrated microwave photonics

All-optical spiking neurosynaptic networks with self-learning capabilities

A Study of Complex Deep Learning Networks on High-Performance, Neuromorphic, and Quantum Computers

Current deep learning approaches have been very successful using convolutional neural networks trained on large graphical-processing-unit-based computers. Three limitations of t...

All-optical machine learning using diffractive deep neural networks

All-optical deep learning Deep learning uses multilayered artificial neural networks to learn digitally from large datasets. It then performs advanced identification and classif...

Current-mode subthreshold MOS implementation of the Herault-Jutten autoadaptive network

The authors explore translinear circuits in subthreshold MOS technology and current-mode design techniques for the implementation of neuromorphic analog network processing. The ...