The probability of a hypothesis, given data.
Why math is useful in data science.
Why statistics are useful for data science.
Statistics is exploring data.
Graphical data exploration
Numerical data exploration
Simple description of statistical data.
Basics of hypothesis testing.
Introductory presentation on how data science can help with scientific reproducibility.
How does the brain learn? This lecture discusses the roles of development and adult plasticity in shaping functional connectivity.
Introduction to the course Cellular Mechanisms of Brain Function.
Ion channels and the movement of ions across the cell membrane.
Action potential initiation and propagation.
Synaptic transmission and neurotransmitters
The ionic basis of the action potential, including the Hodgkin Huxley model.
Spatiotemporal dynamics of the membrane potential.
Action potentials, and biophysics of voltage-gated ion channels.