course-NeuroMatch

compNeuro.

type: s/course

https://compneuro.neuromatch.io/tutorials/intro.html#curriculum-overview

Outline

  1. Neuro Video Series
  2. Intro to Modeling
    1. Model Practice
    2. Model Types
  3. Machine Learning
    1. Model Fitting
    2. Generalised Linear Modelss
    3. Dimensionality Reduction
    4. Deep Learning
  4. Dynamic Systems
    1. Linear Systems
    2. Biological Neuron Models
    3. Dynamic Networks
  5. Stochastic Process
    1. Bayesian Decisions
    2. Hidden Dynamics
    3. Optimal Control
    4. Reinforcement Learning
    5. Network Causality

created on: Thu Oct 02 2025