Doktorandské kolokvium KAI - Matej Fandl (16.10.2023)

v pondelok 16.10.2023 o 13:10 hod. v miestnosti I/9

11. 10. 2023 13.14 hod.
Od: Damas Gruska

Prednášajúci: Matej Fandl

Názov: Retrieving memories from meta-stable states of continuous modern Hopfield networks

Termín: 16.10.2023, 13:10 hod., I/9

Abstrakt:
Continuous modern Hopfield networks are a model of associative memory with large storage capacity. They can be used both as a component in deep learning architectures and as a standalone component for pattern completion and denoisifying. Our work is aimed at improving the training method of these methods by using competition to achieve distributed representations of training patterns and their effective storage in meta-stable states.