[Comp-neuro] Brain, Minds and Machines Summer Course 2015 (Deadline = March 16th)
Gabriel.Kreiman at childrens.harvard.edu
Thu Mar 12 22:52:26 CET 2015
Brains, Minds and Machines Summer Course 2015
When: August 13 – September 3, 2015
Where: Woods Hole, Massachusetts (MBL)
Directors: Gabriel Kreiman, Tomaso Poggio (L. Mahadevan, honorary director)
Application deadline: March 16, 2015
This intensive three-week course will give advanced students a “deep end” introduction to the problem of intelligence – how the brain produces intelligent behavior and how we may be able to replicate intelligence in machines. Today’s AI technologies, such as Watson and Siri and Deep Learning, are impressive, but their domain specificity and reliance on vast numbers of labeled examples are obvious limitations; few view this as brain-like or human intelligence. The synergistic combination of cognitive science, neurobiology, engineering, mathematics, and computer science holds the promise to build much more robust and sophisticated algorithms implemented in intelligent machines *and* to begin understanding how the brain produces the mind. The goal of this course is to help produce a community of leaders that is equally knowledgeable in neuroscience, cognitive science, and computer science.
The first half of the course will focus on the intersection between biological and computational aspects of learning and vision. The second half will focus on high-level social cognition and artificial intelligence, as well as audition, speech and language processing. Throughout the course, students will participate in tutorials to gain hands on experience with these topics.
The course will include presentations by world leaders in the field, discussions with relevant industrial companies interested in AI, hands-on tutorials, evening debates and discussions. Additionally, students will be working on cutting-edge research projects directly guided and mentored by the faculty.
This course is organized by the Center for Minds, Brains and Machines: https://cbmm.mit.edu/
Course instructors will include:
Projects will be cross-disciplinary and include access to the iCub humanoid robot and Google Glass.
We will also be hosting an Evening Lecture Series, including speakers from both industry and academia, in the fields of neuroscience, computer science, and cognitive science. Speakers include:
Larry Abbott Columbia University College of Physicians and Surgeons
Dorin Comaniciu, Siemens Corporate Technology
Ammon Shashua, The Hebrew University of Jerusalem, Mobileye, OrCam
Eero Simoncelli, Howard Hughes Medical Institute, New York University
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