Machine learning at the speed of light | Piotr Antonik

Photonics has long been considered an attractive substrate for the next generation of computing and machine learning. Reservoir computing significantly simplified the implementation of artificial neural networks in analogue hardware. In this seminar, we will review the motivation for photonic computing and discuss the basic principles of reservoir computing. We will illustrate the concepts through several opto-electronic implementations of reservoir computing, such as large-scale systems with high computational power and time-delay dynamical systems with high processing speed.

https://www.dkfz.de/en/datascience/seminar/Antonik.html

Видео Machine learning at the speed of light | Piotr Antonik канала Intelligent Medical Systems