Single-trial EEG pipeline

STE/MNI/HIL HFO detection, classification and visualization

Wearanize+ is a multimodal sleep dataset containing overnight sleep data from 130 young, healthy participants using PSG and three wearables

Project made during Neurohackathon Fall 2025 Wroclaw University of Science and Technology

A python package for extracting EEG features. See article "Unsupervised EEG Artifact Detection and Correction" in Frontiers in Digital Health, 2020.

An exploratory project to analyze the EEG Alpha Asymmetry from the F3 and F4 EEG electrodes of 3 different people during 3 different states (eyes open, eyes closed and performing a motor/imagery task).

Single trial EEG pipeline at the Abdel Rahman Lab for Neurocognitive Psychology, Humboldt-Universität zu Berlin

Brain computer interface with machine learning based on electoencephalographic data.

Code used for the analysis described in "Towards mobile music emotion recognition with cEEGrid", studying MER with a range of models, feature extraction, and data splitting techniques. Set up for the DEAP and DAAMEE datasets.

Train Once, Transfer Anywhere: Toward Device-Homogeneous MI-EEG Decoding

Adapting the specparam (previously fooof) package for EEG data analysis. A workflow to use Python for a Matlab file with EEG power data. 2023

Proyecto de investigación sobre el libre albedrío: análisis de datos EEG previos a decisiones binarias mediante Deep Learning. Identificación de patrones cerebrales y modelado matemático del mejor algoritmo para predecir elecciones ante estímulos visuales.

Brain Computer Interface for biometric authentication based on EEG

A Multi-Level Tree-based Ensemble Model for Automatic Sleep Stage Classification

EEG Epileptic Seizure Detection project that focuses on the detection of epileptic seizures in EEG recordings using machine learning models applied across multiple data domains: temporal, frequency, and time-frequency. It provides tools for data preprocessing, model training, evaluation, and an interactive graphical interface to explore and analyze

A Python Library for Calculating Seizure Quality Indices in Electroconvulsive Therapy

Towards Domain Free Transformer for Generalized EEG Pre-training

IEEE Transactions on Emerging Topics in Computational Intelligence