Top-level heading

The Physics of the Hopfield Neural Network

Data e ora inizio evento
Data e ora fine evento
Aula
Aula Mauro Picone
Sede

Dipartimento di Matematica Guido Castelnuovo, Università Sapienza Roma

How do we recognize faces? How do we divide people into groups if they are not all friends with each other? How do magnets work? Introduced back in 1982 as a neural network realization of an associative memory model, the Hopfield Network has since then only risen in popularity, eventually culminating in the attribution of the 2024 Physics Nobel Prize. It also relates to all of the above questions. In this talk, we will learn how the model works, why it is so important and how it is developed and worked on today, serving as a prime example of Mathematics' key role as an interdisciplinary science: here linking Physics, Neuroscience and AI all together.
Per informazioni, rivolgersi a: MATHtalks@uniroma1.it

Speaker ed affiliazione

Paulo Duarte Mourao (Sapienza Università di Roma)

Contatti/Organizzatori

MATHtalks@uniroma1.it

Data pubblicazione evento