CSSE 313: Day 21

Outline

• AI at the pinnacle of science: This year's Nobel prize in Physics
• Relationship between Hopfield Networks, RNNs and FFnets
• Hebbian learning
• Recurrent networks (RNN)
• Hopfield networks

Materials

• Slides for 2024 Physics Nobel Prize
• Nobel Prize in Physics:
  • Scientific Background
  • Popular background
• Hopfield network slides
• Hopfield network worksheet
• Review of RNNs in NLP
• Original article on Hopfield networks by Hopfield.
• Second article talking about energy contour maps.
• Hopfield nets in hardware!
• Slides introducting RNNs