HFO classification

MATLAB Project to Classify Different Sleep Stages of the EEG Signals using Machine Learning (Random Forest and Support Vector Machine)

Source codes for the research paper "A Novel Geometrical Method for Depression Diagnosis Based on EEG Signals"

Function to calculate consistency of phase at a given frequency across measurements

emotion recognition through eeg by using HOS method

EEGLAB scripts for FFT analysis of multiple EEG datasets + data visualization.

sync2brain's bossdevice RESEARCH Application Programmable Interface (API) for MATLAB

ATHENA (Automatic Toolbox for Handling Experimental Neural Analysis)

Prediction of Emotion using Machine Learning from EEG Signal.

Research project on hand movement decoding from EEG signals using deep learning and signal processing algorithms.

A Matlab software for Clinical Neural Engineering Laboratory.

Quantification of ERD/ERS brain patterns in Motor Imagery Based BCI

Seizure Detection in EEG Signals using Short Time Fourier Transform and Discrete Wavelet Transform

Using EEGLAB to process EEG signal from a subject in a resting-wakeful state with their eyes opened and closed.

Classification of Electroencephalogram (EEG) signals during the performance of two class Motor Imagery tasks by different subjects.

Scripts for Hilbert transform analysis of multiple EEG datasets using EEGLAB & MATLAB.

Method for comparing 'dissimilarity' between two datasets

Biomedical Signal Processing & Medical Images - projects realized by a team of students from Politecnico di Milano.

Scripts for automatic data preprocessing in EEGLAB for multiple datasets.

The implementation of the multiband filtering system to extract the five fundamental Brain Waves from given EEG Signal.