Background

These notes aim to provide the essential background knowledge needed to understand the models and data processing techniques implemented in NeMoS.

Additional requirements

To run the tutorials, you may need to install some additional packages used for plotting and data fetching. You can install all of the required packages with the following command:

pip install nemos[examples]

• Generalized Linear Models: An Introduction
  • GLM components
  • More general GLMs
  • References

• Basis Function
  • Overview
  • Basis in NeMoS
  • Learn More
    • Simple Basis Function
    • Composing Basis Functions

• Convolution
  • Generate synthetic data
  • Convolution in "valid" mode
  • Causal, Anti-Causal, and Acausal filters
  • Convolve using Basis.compute_features