WS 2019/2020
Computational Neuroscience:
Models of Neural Systems,
Theoretical Lectures
Richard Kempter and Benjamin Lindner
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WS 2019/2020Computational Neuroscience:
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Dates and Times: Weekly, on Mondays from 10:00 to 11:30h, from 21-October-2019 to 11-February-2020.
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, phenomenological models | | ||
| (1) | 21.10.2019 | Introduction; Simple units and networks of units (part 1) | (Kempter) |
| (2) | 28.10.2019 | Simple units and networks of units (part 2); Adaptation and learning (part 1) | (Kempter) |
| (3) | 04.11.2019 | Adaptation and learning (part 2) + Visual recepive fields | (Kempter) |
| (4) | 11.11.2019 | Visual receptive fields | (Kempter) |
| Complex, biophysical models: | | ||
| (5) | 18.11.2019 | Nernst equation, GHK equation, membrane equation | (Lindner) |
| (6) | 25.11.2019 | Voltage clamp, synapses, integrate-and-fire models | (Lindner) |
| (7) | 02.12.2019 | Nonlinear membranes, voltage-dependent conductances | (Lindner) |
| (8) | 09.12.2019 | Gate model, Hodgkin-Huxley equations | (Lindner) |
| (9) | 16.12.2019 | Channel models, Conductance-based neuron models | (Lindner) |
| Concepts of nonlinear dynamics; excitability: | | ||
| (10) | 06.01.2020 | Phase-space analysis (1- and 2-dim systems) | (Lindner) |
| (11) | 13.01.2020 | Phase-space analysis (2-dim systems) | (Lindner) |
| (12) | 20.01.2020 | Phase-space analysis (2-dim systems) | (Lindner) |
| Spatially extended neurons and networks: | | ||
| (13) | 27.01.2020 | Models of dendrites and axons (cable theory I) | (Kempter) |
| (14) | 03.02.2020 | Models of dendrites and axons (cable theory II) | (Kempter) |
| (15) | 10.02.2020 | Network models | (Kempter) |