A number of MIT curriculum courses relating to the core interests of CBCL are offered by CBCL personnel. Those courses for which online resources are available can be accessed by clicking on the linked icons below. Materials relating to these courses are constantly being updated. For most recent information, contact the lecturers directly. Their HomePages can be reached through the links on each course WebPage.

COURSES:

• 9.520/6.7910: Statistical Learning Theory and Applications Fall 2024
• 9.58: The Science of Intelligence Fall 2023

COURSES OF NOTE:

•   List of courses for computational qualifying exam
•  "Stochastic Processes" (18.177) - Dept. of Mathematics

PREVIOUS COURSES:

• Course 9.523 Aspects of Computational Theory of Intelligence
• Course 9.520/6.860: Statistical Learning Theory and Applications, Fall 2016
• Course 9.S912: "Vision and learning: computers and brains" - Fall 2013 (MIT I2 course)
• Statistical Learning Theory and Applications - Fall 2013
• Course 9.S912: "What is Intelligence?" - Fall 2012 (MIT I2 course)
•  Statistical Learning Theory and Applications - Spring 2012
• Course 9.S915: "What is Intelligence?" - Fall 2011 (MIT I2 course)
•  Statistical Learning Theory and Applications - Spring 2011
•  Statistical Learning Theory and Applications - Spring 2010
•  Statistical Learning Theory and Applications - Spring 2009
•  Statistical Learning Theory and Applications (9.520) - Spring 2007
•  Pattern Recognition for Machine Vision (9.913) - Fall 2005
•  Genomics and Bioinformatics of Transcription (7.344) - Fall 2003
•  Laboratory in Cognitive Science (9.63) - Fall 2003
•  Pattern Recognition for Machine Vision (9.913) - Fall 2003
•  Neural Networks (9.641) - Fall 2002
•  Computational Laboratory in Cognitive Science (9.39/9.390) - Spring 1999
•  Topics in Computation and Neuroscience (FAS 9A08, 1996)
•  Introduction to Brain Sciences (FAS 9A08, 1997)
•  Neural Basis of Learning and Memory (9.03/9.031)
•  IAP Course (January 2013): Methods for analyzing neural data
•  IAP Course (January 2012): The iCub humanoid robot: a hands-on course
•  IAP Course (January 2012): High-level Visual Behaviors of the Fruit Fly Drosophila
•  IAP Course (January 2012): IIT@MIT Lab Workshop: Robotics and Learning Theory at the Istituto Italiano di Tecnologia
•  IAP Course (January 2009): From Understanding Cortex to Building Intelligent Machines
•  IAP Course (January 2008): From Understanding Cortex to Building Intelligent Machines
   More details on this IAP Course can be found on this site
•  IAP Course (January 2007): From Understanding Cortex to Building Intelligent Machines
•  IAP Course (January 2006): The Quest for Consciousness
•  IAP Course (January 2001): The Latest on Object Recognition in Man, Monkey and Machine
•  IAP Course (January 2000): Learning: Theory, Engineering Applications and Brains

Fall 2015

Spring 2016

            TBA

Past Courses offered by Poggio Lab