Lectures related to Learning with Deep Neural Networks

Recaps key concepts in computer vision, challenges, opportunities, and upcoming exam details.

Covers weak and strong duality in optimization problems, focusing on Lagrange multipliers and KKT conditions.

Covers modern neuroscience synthesis, biophysical modeling, and brain building blocks with practical applications.