Independent component analysis (FastICA) - GPL

Summary

• Plugin name : Independent component analysis (FastICA) - GPL
• Version : 0.1
• Author : Guillaume Gibert
• Company : INSERM
• Short description : Computes fast independent component analysis
• Documentation template generation date : Oct 18 2012
• WARNING : this box has been marked as UNSTABLE by the developer. It means that its implementation may be incomplete or that the box can only work under well known conditions. It may possibly crash or cause data loss. Use this box at your own risk, you've been warned.

Description

This plugin is used to decompose into independant components the input signal. This plugin is based on the Fast ICA algorithm.

Inputs

1. Input signal

The input signal.

• Type identifier : Signal (0x5ba36127, 0x195feae1)

Outputs

1. Output signal

• Type identifier : Signal (0x5ba36127, 0x195feae1)

Examples

Let's consider our input signal. To decompose the input signal and to enlight for example the blinks, apply the FastICA. One of the new component will contain blinks.

Miscellaneous

This plugin applies the Fast ICA algorithm to the input signal.