Ultrafast photonic reservoir computing

Seminar of the Spanish Network of AI for condmat & materials science

Seminar by Prof. Miguel Cornelles Soriano (Universitat de les Illes Balears)

<p>Abstract: As a result of the increasing computing demands of our globally connected society, novel computing paradigms are on the rise. A promising candidate to tackle this challenge is the so-called neuro-inspired computing, which targets the goal of transferring computational mechanisms used by biological brains to hardware systems beyond the Von Neumann architecture. In this talk, I focus on the neuro-inspired concept of reservoir computing. I present a reservoir computing architecture based on a nonlinear photonic system, implemented by a single semiconductor laser with delayed feedback. Via time-multiplexing, a complex nonlinear network can be emulated using only a single physical node. Neuro-inspired computational concepts like reservoir computing can now be implemented in telecommunication-compatible photonic hardware, with high speed and energy efficiency and exhibiting excellent computing performance. This provides interesting perspectives for applications in optical telecommunication systems.</p>

Our {communityGuidelinesLink} describe the sort of content we prohibit on Eventbrite. If you suspect an event may be in violation, you can report it to us so we can investigate.

To report other categories of prohibited or illegal content, submit {link}

Ultrafast photonic reservoir computing

Más eventos de Seminar of the Spanish Network of AI for condmat & materials science

Sigue a los organizadores para que te seleccionen eventos

¿Sigues buscando el evento perfecto?

Explora todos los eventos en línea para buscar y filtrar por fecha, categoría y más.

Ultrafast photonic reservoir computing

Más eventos de Seminar of the Spanish Network of AI for condmat & materials science

Sigue a los organizadores para que te seleccionen eventos

También te podría gustar...

Explora más eventos con diferentes fechas, precios y formatos para encontrar tu próxima gran experiencia.

¿Sigues buscando el evento perfecto?

Explora todos los eventos en línea para buscar y filtrar por fecha, categoría y más.