STAT 4486

Neural Networks &Deep Learning

Lec 001 selected

Presents the theoretical foundations of artificial neural networks. Topics include a mathematical derivation of basic architectures, regularization of neural networks, their stability, generalization abilities and their relation to various areas of mathematics and probability, including hidden Markov chains, stochastic dynamical systems, graph theory and numerical analysis.

Sections

Lecture

Lec 001

Mon, Wed 14:00-15:15

Mon, Wed14:00-15:15To be announced62088

Syllabus

Have the syllabus for STAT 4486? Share it and everyone gets the grading, textbooks and rules.