Lectures
Lecture 0: Tomaso Poggio - Introduction to Brains, Minds, and Machines Video lecture Lecture 1.1: Nancy Kanwisher - Human Cognitive Neuroscience Video lecture Lecture 1.2: Gabriel Kreiman - Computational Roles of Neural Feedback Video lecture Lecture 1.3: James DiCarlo - Neural Mechanisms of Recognition Part 1 Video lecture Lecture 1.4: Neural Mechanisms of Recognition, Part 2 Video lecture Lecture 1.5: Winrich Freiwald - Primates, Faces, & Intelligence Video lecture Lecture 1.6: Matt Wilson - Hippocampus, Memory, & Sleep Part 1 Video lecture Lecture 1.7: Hippocampus, Memory, & Sleep, Part 2 Video lecture Seminar 1: Larry Abbott - Mind in the Fly Brain Video lecture Lecture 2.1: Josh Tenenbaum - Computational Cognitive Science Part 1 Video lecture Lecture 2.2: Josh Tenenbaum - Computational Cognitive Science Part 2 Video lecture Lecture 2.3: Josh Tenenbaum - Computational Cognitive Science Part 3 Video lecture Lecture 3.1: Liz Spelke - Cognition in Infancy (Part 1) Video lecture Lecture 3.2: Cognition in Infancy, Part 2 Video lecture Lecture 3.3: Alia Martin - Developing an Understanding of Communication Video lecture Lecture 3.4: Laura Schulz - Childrens' Sensitivity to Cost and Value of Information Video lecture Seminar 3: Jessica Sommerville - Infants' Sensitivity to Cost and Benefit Video lecture Lecture 3.5: Josh Tenenbaum - The Child as Scientist Video lecture Unit 3 Debate: Tomer Ullman and Laura Schulz Video lecture Lecture 4.1: Shimon Ullman - Development of Visual Concepts Video lecture Lecture 4.2: Shimon Ullman - Atoms of Recognition Video lecture Lecture 4.3. Aude Oliva - Predicting Visual Memory Video lecture Seminar 4.1: Eero Simoncelli: Probing Sensory Representations Video lecture Seminar 4.2: Anmon Shashua - Applications of Vision Video lecture Lecture 5.1: Vision and Language Video lecture Lecture 5.2: Andrei Barbu - From Language to Vision and Back Again Video lecture Lecture 5.3: Patrick Winston - Story Understanding Video lecture Seminar 5: Tom Mitchell - Neural Representations of Language Video lecture Lecture 6.1: Nancy Kanwisher - Introduction to Social Intelligence Video lecture Lecture 6.2: Ken Nakayama - The Social Mind Video lecture Lecture 6.3: Rebecca Saxe - MVPA: Window on the Mind via fMRI Part 1 Video lecture Lecture 6.4: MVPA: Window on the Mind via fMRI, Part 2 Video lecture Lecture 7.1: Josh McDermott - Introduction to Audition, Part 1 Video lecture Lecture 7.2: Josh McDermott - Introduction to Audition, Part 2 Video lecture Lecture 7.3: Nancy Kanwisher - Human Auditory Cortex Video lecture Lecture 7.4: Hynek Hermansky - Auditory Perception in Speech Technology, Part 1 Video lecture Lecture 7.5: Hynek Hermansky - Auditory Perception in Speech Technology, Part 2 Video lecture Unit 7 Panel: Vision and Audition Video lecture Lecture 8.1: Russ Tedrake - MIT's Entry in the DARPA Robotics Challenge Video lecture Lecture 8.2: John Leonard - Mapping, Localization and Self Driving Vehicles Video lecture Lecture 8.3: Tony Prescott - Control Architecture in Mammals and Robots Video lecture Lecture 8.4: Stefanie Tellex - Human-Robot Collaboration Video lecture Lecture 8.5: Giorgio Metta - Introduction to the iCub Robot Video lecture Lecture 8.6: iCub Team - Overview of Research on the iCub Robot Video lecture Unit 8 Panel: Robotics Video lecture Lecture 9.1: Tomaso Poggio - iTheory: Visual Cortex & Deep Networks Video lecture Seminar 9: Surya Ganguli - Statistical Physics of Deep Learning Video lecture Lecture 9.2: Haim Sompolinksy - Sensory Representations in Deep Networks Video lecture Tutorial 1: Leyla Isik - Introduction to Visual Neuroscience Video lecture Tutorial 3.1: Lorenzo Rosasco - Machine Learning Part 1 Video lecture Tutorial 3.2: Lorenzo Rosasco - Machine Learning Part 2 Video lecture Tutorial 3.3: Lorenzo Rosasco - Machine Learning Part 3 Video lecture Tutorial 4: Ethan Meyers - Understanding Neural Content via Population Decoding Video lecture Tutorial 5.1: Tomer Ullman - Church Programming Language Part 1 Video lecture Tutorial 5.2: Tomer Ullman - Church Programming Language Part 2 Video lecture Tutorial 6: Tomer Ullman - Amazon Mechanical Turk Video lecture Nick Cheney: Capturing Neural Plasticity in Deep Networks Video lecture Danny Jeck: Impact of Attention on Cortical Models of Visual Recognition Video lecture Alon Baram & Laurie Bayet: Learning to Recognize Digits and Faces from Few Examples Video lecture David Rolnick & Ishita Dasgupta: Modeling Dynamic Memory with Hopfield Networks Video lecture