Call Number | 11018 |
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Day & Time Location |
T 7:00pm-9:30pm To be announced |
Points | 3 |
Grading Mode | Standard |
Approvals Required | Department |
Instructor | Aurel A Lazar - e-mail, homepage |
Type | LECTURE |
Method of Instruction | In-Person |
Course Description | The biophysics of computation: modeling biological neurons, the Hodgkin-Huxley neuron, modeling channel conductances and synapses as memristive systems, bursting neurons and central pattern generators, I/O equivalence and spiking neuron models. Information representation and neural encoding: stimulus representation with time encoding machines, the geometry of time encoding, encoding with neural circuits with feedback, population time encoding machines. Dendritic computation: elements of spike processing and neural computation, synaptic plasticity and learning algorithms, unsupervised learning and spike time-dependent plasticity, basic dendritic integration. Projects in MATLAB. |
Web Site | Vergil |
Department | Electrical Engineering |
Enrollment | 0 students (80 max) as of 9:05PM Thursday, April 3, 2025 |
Subject | Biomedical-Electrical Engineering-Biology |
Number | W4020 |
Section | 001 |
Division | School of Engineering and Applied Science: Graduate |
Open To | Schools of the Arts, Barnard College, Columbia College, Engineering:Undergraduate, Engineering:Graduate, GSAS, Global Programs, General Studies, SIPA, Professional Studies |
Section key | 20253BMEB4020W001 |