
# EEGLearn
A set of functions for supervised feature learning/classification of mental states from EEG based on "EEG images".
This code can be used to construct sequence of images (EEG movie snippets) from ongoing EEG activities and to classify between different cognitive states through recurrent-convolutional neural
nets. More generally it could be used to discover patterns in multi-channel timeseries recordings with known spatial relationship between sensors. Each color channel in the output image can contains values for a specific features computed for all sensors within a time window.



# Installation and Dependencies
In order to run this code you need to install the following modules:

Numpy and Scipy (http://www.scipy.org/install.html)

	a/README.md		b/README.md
1	# EEGLearn	1	# EEGLearn
2	A set of functions for supervised feature learning/classification of mental states from EEG based on "EEG images".	2	A set of functions for supervised feature learning/classification of mental states from EEG based on "EEG images".
3	This code can be used to construct sequence of images (EEG movie snippets) from ongoing EEG activities and to classify between different cognitive states through recurrent-convolutional neural	3	This code can be used to construct sequence of images (EEG movie snippets) from ongoing EEG activities and to classify between different cognitive states through recurrent-convolutional neural
4	nets. More generally it could be used to discover patterns in multi-channel timeseries recordings with known spatial relationship between sensors. Each color channel in the output image can contains values for a specific features computed for all sensors within a time window.	4	nets. More generally it could be used to discover patterns in multi-channel timeseries recordings with known spatial relationship between sensors. Each color channel in the output image can contains values for a specific features computed for all sensors within a time window.
5		5
6	![alt text](diagram.png "Converting EEG recordings to movie snippets")
7		6
8	# Installation and Dependencies	7	# Installation and Dependencies
9	In order to run this code you need to install the following modules:	8	In order to run this code you need to install the following modules:
10		9
11	Numpy and Scipy (http://www.scipy.org/install.html)	10	Numpy and Scipy (http://www.scipy.org/install.html)