Lectures

2015

                Convolutional Neural Networks - CNS 187, 2015 [slides]

                

2016

                Trends in Deep Learning for AI - Lab Meeting, 2016 [slides]

                
                Biological Inspiration - CNS 187, 2016 [slides]

                
                Convolutional Neural Networks - CNS 187, 2016 [slides]

                

2017

                Deep Learning, Part 1 (MLPs) - CS 155, 2017 [slides] [video part 1 part 2]

                
                Deep Learning, Part 2 (CNNs) - CS 155, 2017 [slides] [video part 1 part 2]

                

2018

                Deep Learning, Part 1 (Introduction) - CS 155, 2018 [slides] [video]

                
                Deep Learning, Part 2 (CNNs, RNNs) - CS 155, 2018 [slides] [video]

                
                Deep Learning, Part 3 (Deep Generative Models) - CS 155, 2018 [slides] [video]

                

2019

                Deep Learning, Part 1 (Introduction) - CS 155, 2019 [slides] [video]
                    
                
                Deep Learning, Part 2 (CNNs, RNNs) - CS 155, 2019 [slides] [video]
                    
                
                Deep Learning, Part 3 (Deep Generative Models) - CS 155, 2019 [slides] [video]