Video Lectures of Wulfram Gerstner:
Theoretical Neuroscience, Computational NeuroscienceThere are two series of lectures:
A) Filmed in the classroom, a series of lectures over 14 weeks (this page here). Most lectures are also available in the MOOC format (see next point), except the one on Fokker-Planck equation for membrane potential distribution).
B) A series of MOOC ONLINE lectures over 14 weeks
Modeling of Biological Neurons and Neural Networks
This course, designed for Physicists and mathematically trained Life Scientists focuses on biological modeling, in particular the dynamics of neurons and learning in neural systems. It consists of four parts:
Attention. Paper and Pencil Exercises are integrated in the lectures. For example a Monday session from 10h15 to 13h00 can be structured as 35 minutes course + 10 minutes exercise + break + 25 minutes course + 20 minutes exercise + break + 20 minutes course + 15 minutes exercise. The Python based exercises and demos are after the lectures.