EEBM E9070: Brain Circuits and Information
Lecturer: | Professor Aurel A. Lazar | |
Office hours: | By appointment, Room 819 Schapiro | |
E-mail address: | aurel "at" ee.columbia.edu | |
Class Web Site: | Offered by CourseWorks | |
Day and Time: | Mondays, 4:10 PM - 6:00 PM | |
Class Location: | 337 Mudd | |
Credits for course: | 3 points | |
Prerequisites | BMEB W4011 or the instructor's approval | |
Description: | Encoding with Neural Circuits, Spike-Time Dependent Plasticity, Plasticity and Coding, Modeling Visual Receptive Fields, Overcomplete Representations and Elements of Frame Theory. | |
Required texts: | ---Christensen, O., Frames and Bases, An Introductory Course, Birkhauser, Boston, MA, 2008. Antoine, J.-P., Murenzi, R., Vandergheynst, P. and Twareque, S.A., Two-Dimensional Wavelets and their Relatives, Cambridge University Press, New York, NY, 2004. |
|
Homework(s): | Reading book chapters | |
Paper(s): | --- | |
Project(s) | 2 Projects | |
Midterm exam: | Project | |
Final Exam: | Project | |
Grading | Classroom Participation and Projects | |
Hardware requirements: | Laptop for demos | |
Software requirements: | Matlab (student version) or Python |