4020135139 Stochastic Processes in Physics, Chemistry, and Biology
Digital- & Präsenz-basierter Kurs
- classroom language
- DE
- aims
- Modern Methods in Statistical Physics
- requirements
- Interest in Statistical Physics and its application
in interdisciplinary fields like neurobiology and neurophysics
- structure / topics / contents
- Overview of stochastic processes in biology, reminder on probability theory; Point processes und their statistics, noise in dynamical systems; equations for distribution functions; simulation of stochastic processes; nonlinear stochastic oscillators; stochastic integrate-and-fire neuron models; calculation of power spectra and first-passage-time densities; signal transmission in noisy neural systems
- assigned modules
-
P23.3.1
P23.3
- amount, credit points; Exam / major course assessment
- 3 SWS, 5 SP/ECTS (Arbeitsanteil im Modul für diese Lehrveranstaltung, nicht verbindlich)
Klausur
- contact
- Prof. Dr. Benjamin Lindner Raum 3.408 (Montags); sonst in dringenden Fällen Prof. Dr. Schimansky-Geier Raum 3.412 (Montags)
- literature
-
R. Becker. Theorie der Wärme. Springer-Verlag
N.G. Van Kampen. Stochastic Processes. North-Holland
D.R. Cox and P.A.W. Lewis. The Statistical Analysis of Series of Events. Chapman and Hall