Machine Learning talk by Professor Herbert Jaeger

It has taken 2350 years to understand symbolic-logical computing. Next step: understanding brains and stuff.

Wanneer
25 januari 2024 van 11:00 tot 25 januari 2024 12:00 CET (GMT+0100)
Waar
CWI, room L016
Toevoegen

Speaker: Professor Herbert Jaeger

Title: It has taken 2350 years to understand symbolic-logical computing. Next step: understanding brains and stuff.

Abstract: For digital computing we possess a formal theory foundation that deeply roots in Western philosophical history, is mathematically transparent, has been worked out and stabilized and codified into a
standard textbook format, and obviously has changed the world through digital computers. For information processing in neuromorphic microchips, or in other new and to-be-found hardware substrates based on
unconventional physical effects, or in biological brains or other natural systems, we do not have anything like a unifying formal theory foundation. But we need it, and it should not only be academically acceptable but really practically useful. In my talk I will draw a quick overall picture of this situation, and then present my own approach toward formulating such a general formal theory for information processing in non-digital, non-symbolic dynamical systems.