Syllabus
From Sean_Carver
- NIA2 (Neurons in Action, 2) Introductory Tutorial
- NIA2 Membrane Tutorial
- NIA2 Equilibrium Potential Tutorial
- NIA2 Sodium Action Potential Tutorial
- NIA2 Voltage Clamping a Patch Tutorial
- Differential equations and basic concepts of numerical analysis of differential equations. Discretizing a continuous model (RC-circuit) with Euler's method. A Matlab primer.
- Identifying an RC-circuit with time domain methods and an injected current. Two cell network of RC circuits with linear graded synapse. Phase plane analysis. Parameter estimation when model structure is wrong.
- Multiple compartment modeling with active conductance. The model structures we will use for projects.
- Maximum likelihood estimation, part I
- Maximum likelihood estimation, part II
- Maximum likelihood estimation, part III
- Bayesian filtering and using my fitting software: PROJECT PROPOSAL ASSIGNED.
- NIA2 The Passive Axon Tutorial
- NIA2 The Unmyelinated Axon: PROJECT PROPOSALS DUE
- NIA2 Sodium and Potassium Channel Kinetics Tutorial
- NIA2 Axon Diameter Change
- NIA2 Nonuniform Channel Densities
- NEURON Programming (Several classes -- to be decided)
- More NIA2 Tutorials (Several classes -- to be decided)