WS 2018/2019
Computational Neuroscience:
Models of Neural Systems,
Theoretical Lectures
Richard Kempter
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WS 2018/2019Computational Neuroscience:
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Dates and Times: Weekly, on Mondays from 10:00 to 11:30h, from 22-October-2018 to 11-February-2018.
Location: Bernstein Center for Computational Neurosciences Berlin, Haus 6, Lecture Hall. Philippstr. 13.
Lecture notes and recommended reading (pdf files): Available at the Moodle Course ''Models of Neural Systems: Theoretical Lecture''
| Abstract, simple, phenomenolocical models | | ||
| (1) | 22.10.2018 | Introduction; Simple units and networks of units (part 1) | (Kempter) |
| (2) | 29.10.2018 | Simple units and networks of units (part 2); Adaptation and learning (part 1) | (Kempter) |
| (3) | 05.11.2018 | Adaptation and learning (part 2) + Visual recepive fields | (Kempter) |
| (4) | 12.11.2018 | Visual receptive fields | (Kempter) |
| Complex, biophysical models: | | ||
| (5) | 19.11.2018 | Nernst equation, GHK equation, membrane equation | (Kempter) |
| (6) | 26.11.2018 | Voltage clamp, synapses, integrate-and-fire models | (Kempter) |
| (7) | 03.12.2018 | Nonlinear membranes, voltage-dependent conductances | (Kempter) |
| (8) | 10.12.2018 | Gate model, Hodgkin-Huxley equations | (Kempter) |
| (9) | 17.12.2019 | Channel models, Conductance-based neuron models | (Kempter) |
| Concepts of nonlinear dynamics; excitability: | | ||
| (10) | 07.01.2019 | Phase-space analysis (1- and 2-dim systems) | (Kempter) |
| (11) | 14.01.2019 | Phase-space analysis (2-dim systems) | (Kempter) |
| (12) | 21.01.2019 | Phase-space analysis (2-dim systems) | (Kempter) |
| Spatially extended neurons and networks: | | ||
| (13) | 28.01.2019 | Models of dendrites and axons (cable theory I) | (Kempter) |
| (14) | 04.02.2019 | Models of dendrites and axons (cable theory II) | (Kempter) |
| (15)_ | 11.02.2019 | Network models | (Kempter) |