Hello,
I don't know what makes you say that videos are not available.
Go to
https://lcnwww.epfl.ch/gerstner/NeuronalDynamics-MOOCall.html
For today we covered:
all of week 7 plus week4 part 5 and week 6, Part 3 -
Likelihood of a spike train
For last week:
week 5
Part 4a - Stochastic spike arrival (15 min)Part 4b - Membrane potential fluctuations (13 min)
Part 5 - Stochastic spike firing in integrate and fire models (5 min)
Week 6: Noise models
Part 1 - Escape noise (15 min)
Part 2 - lnterspike intervals & renewal processes (29 min)
Part 4a - Comparison of noise models (19 min)
best regards W. Gerstner