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NOTE: Course information changes frequently, including Methods of Instruction. Please revisit these pages periodically for the most recent and up-to-date course information. | |
Fall 2020 Biomedical-Electrical Engineering-Biology W4020 section 001 COMP NEURO: CIRCUITS IN BRAIN | |
| Call Number | 10598 |
| Day & Time Location |
T 7:00pm-9:30pm ONLINE ONLY |
| Points | 3 |
| Grading Mode | Standard |
| Approvals Required | Department |
| Instructor | Aurel A Lazar - e-mail, homepage |
| Type | LECTURE |
| Method of Instruction | On-Line Only |
| Course Description | Prerequisites: (ELEN E3801) or (BIOL UN3004) 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 | 16 students (80 max) as of 7:34PM Wednesday, February 24, 2021 |
| Subject | Biomedical-Electrical Engineering-Biology |
| Number | W4020 |
| Section | 001 |
| Division | School of Engineering and Applied Science: Graduate |
| Campus | Morningside |
| Section key | 20203BMEB4020W001 |
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