Modeling and Machine Learning

Models

cedalion.models.glm	Tools for describing fNIRS data with general linear models.
cedalion.math.ar_model

Decomposition Methods

cedalion.sigdecomp.multimodal

Multimodal signal decomposition methods.

Examples

Basic single trial fNIRS finger tapping classification

Example for ICA Source Extraction

GLM Basis Functions

GLM Fingertapping Example

GLM Illustrative Example

Statsmodels Methods Overview

Fitting a GLM with Gaussian Kernels