mich11 / multi-band-integrator

An open-ephys plugin that allows to mix, weight, and apply a rolling average to bandwidths of interest on a single channel. We're using it to detect absence-like seizures in mice in real time.
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Multi-band Integrator Plugin

This Open Ephys plugin allows the user to mix, weight, and apply a rolling average to bandwidths of interest on a single channel. Its output can be thought of as a real-time power signal for waveforms with complex but well-specified frequency components. It can be paired with the crossing detector plugin to trigger events when the output power reaches a threshold to trigger events based on waveforms of interest.

It was developed to detect absence seizures in mice in real time based on their spectral properties as described in Sorokin et al, 2016.

For the latest version

The Open Ephys team has added the multi-band integrator to its collection of supported plugins! See their documentation to install and use with the latest version of Open Ephys (0.5.3 and later): https://open-ephys.github.io/gui-docs/User-Manual/Plugins/Multiband-Integrator.html

Settings

Users can specify

Example EEG data

The example data set contains mouse EEG recordings and annotations for seizure start/end times for plugin testing and future development. See ExampleData/ExampleDataNotes.txt for details

Legacy Installation

This plugin and install procedure has only been built and tested on Windows. It depends on the Dsp library and a subset of the Boost libraries, making it tricky to install. Installing the latest version of Open Ephys and its built-in plugin installer here instead is highly recommended. To install for Open Ephys version 0.4.5, try the following: