Foundations of Deep Learning

Teacher Face to face hours working hours ects

François Delarue (LJAD), Patricia Reynaud-Bouret (LJAD), Remy Sun (I3S)

 30 60 6

Description

This course will open in 2026-27 and is only available to second year students who validated the course “stochastic models in neurocognition and their statistical analysis” during the first year.
 

Course plan

  • Stochastic Gradient Descent and Diffusion Models – 10 hours
  • Mathematical Foundations of Deep Learning – 10 hours
  • Spiking Neural Networks – 10 hours