Lecture on the most important concepts in software engineering
This lecture covers an introduction to neuroinformatics and its subfields, the content of the short course and future neuroinformatics applications.
Introduction to the Mathematics chapter of Datalabcc's "Foundations in Data Science" series.
Primer on elementary algebra
Primer on linear algebra
Primer on systems of linear equations
Primer on calculus
How calculus relates to optimization
Big O notation
Basics of probability.
This lecture covers describing and characterizing an input-output relationship.
Part 1 of 2 of a tutorial on statistical models for neural data
Part 2 of 2 of a tutorial on statistical models for neural data.
Introduction to stability analysis of neural models
Introduction to stability analysis of neural models
Oscillations and bursting
Oscillations and bursting
Weakly coupled oscillators
Continuation of coupled oscillators
Firing rate models.