LightOn AI Meetup #8: Deep Reservoir Computing and Beyond with Claudio Gallicchio

LightOn is a DeepTech company creating hardware for new AI applications requiring a massive amount of data. We gather experts, engineers, researchers, who are shaping the world of tomorrow. Our meetups will happen online in order to keep our attendees safe until further notice.

"Deep Reservoir Computing and Beyond"
by Claudio Gallicchio, Assistant Professor
Department of Computer Science, University of Pisa, Italy.

Abstract: Deep Reservoir Computing (DeepRC) Neural Networks give an efficient way to design deep neural systems for time-series. The basic idea is to exploit stacked compositions of multiple (discrete-time) untrained dynamical systems to build rich representations of the input. This talk illustrates the essential aspects of DeepRC, and how it can be extended to cope with more complex forms of structures, such as graphs.

Jump to the Q&A: 1:04:05

You can read our Medium article about the 8th LightOn AI Meetup here: