You signed in with another tab or window. Reload to refresh your session.You signed out in another tab or window. Reload to refresh your session.You switched accounts on another tab or window. Reload to refresh your session.Dismiss alert
Scripts to calculate InterSite Phase Clustering (ISPC) over time for the paper "Action experience in infancy predicts visual-motor functional connectivity during action anticipation". The scripts include ways of calculating whole-brain connectivity and connectivity between specific clusters or electrodes. The scripts also show examples of how to…
Será que a eletroencefalografia (EEG) é capaz de identificar padrões cerebrais de erros e acertos durante um arremesso no basquetebol? E se estimular eletricamente o cérebro de um atleta, contribuiria para ele não pensar durante momentos decisórios? Será que o comportamento do olhar (local que o atleta olha) indica o nível de experiência? O tre…
Scripts criados para construção de conjuntos de dados de EEG através dos arquivos BrainVision (.eeg, .vhdr, .vmrk) com o auxílio da toolbox EEGLab e atribuição de rótulos para cada ERP.
Questo codice prende i valori di diversi EEG provenienti da una tabella di un file cvs, ne fa la trasformata di Fourier e ne fa vedere i grafici evidenziando i diversi ritmi celebrali.
Project on analyzing EEG data and modelling spectral content from asynchronous neural activity. Includes code for generating figures used in production of manuscript.
Emotion recognition from EEG data (Bachelor's thesis), using the DEAP dataset. Performed manual feature selection across three domains: time, frequency, and time-frequency. Used different classifiers, including XGBoost, AdaBoost, Random Forest, k-NN, SVM, etc.
This project is for classification of emotions using EEG signals recorded in the DEAP dataset to achieve high accuracy score Emotion Recognition Via Deep Learning and EEG Headsets. Deep Learning Model trained on DEAP dataset and corrected for the Emotiv EPOC/EPOC+ Headset
This project aims to better understand how ketamine affects consciousness. It investigates markers of ego dissolution and dose-response relationships. Several subsequent studies will probably be published based on this project.