| Call Number | 17077 |
|---|---|
| Points | 3 |
| Grading Mode | Standard |
| Approvals Required | None |
| Instructor | Aurel A Lazar - e-mail, homepage |
| Type | LECTURE |
| Method of Instruction | On-Line Only |
| 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 | Video Network |
| Enrollment | 2 students (99 max) as of 7:10PM Tuesday, April 30, 2024 |
| Subject | Biomedical-Electrical Engineering-Biology |
| Number | W4020 |
| Section | V01 |
| Division | School of Engineering and Applied Science: Graduate |
| Campus | Video Network |
| Fee | $395 CVN Course Fee |
| Note | VIDEO NETWORK STUDENTS ONLY |
| Section key | 20233BMEB4020WV01 |