Deep Neuronal Filter (DNF)

See also the libtorch version of the DNF

Prerequisites Libraries and packages

1. Install the IIR and FIR filter libraries

Installation instructions are in these repositories:

• IIR: https://github.com/berndporr/iir1
• FIR: https://github.com/berndporr/fir1

2. Install the boost library by running:

sudo apt-get install libboost-dev

3. Make sure you have cmake installed.

4. Optionally, install the openCV library by running:

sudo apt install libopencv-dev

OpenCV is used for realtime plotting of the EEG filter but not needed for the DNF library itself.

How to compile

Type:

cmake .

to create the makefile and then

make

to compile the library and the demos.

Installation

sudo make install

Documentation

• Online: https://berndporr.github.io/deepNeuronalFilter/
• PDF: https://github.com/berndporr/deepNeuronalFilter/blob/main/docs/pdf/refman.pdf

Applications

• eeg_filter: removes noise from real EEG data (release)
• eeg_sim: removes noise from simulated EEG data (release)

both need openCV to be installed as they use it for realtime plotting of the filtering process.