Repository that contains code of the EEG study "Tactile Cueing against Freezing of Gait in Parkinson's Disease" conducted and executed at the University of Osnabrück within the Neurobiopsychology research group. The code includes the experiment code of the EEG study as well as the pre-processing and analysis part.

Neureality Hackathon 2024 - Control actions in a VR game with just your brain and arm gestures!

Инструмент на Python для разведочного анализа данных (EDA) и визуализации, поддерживающий загрузку данных CSV и JSON, с модульной архитектурой ООП. Практическая работа по теме: "Обнаружение и визуализация данных для понимания их сущности" дисциплины "МДК 13.01: Основы применения методов искусственного интеллекта в программировании".

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…

Notebooks for cleaning, filtering, and performing ICA, Mass-univariate and Decoding analysis

Spectral analysis of Labchart data in tidy format

Survey on state of the art Deep Learning (DL) methods for EEG signal analysis.

Spindle Iterative RevIsion System (SIRIS): an open source project for human-machine coupled sleep spindle detection by iterative revision.

testing the performance of EEG data analysis methods under varying simulated parameters

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.

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.

Code that was used for Levy et al., SCAN, 2023. Including interactive, multi-purpose, EEG preprocessing pipeline and useful scripts for the extraction and analysis of EEG spectral data.

Computing amplitude, connectivity, and power of EEG signals

Project for BRIa course @ FIT VUT

Analyses scripts used for Algermissen, J., Swart, J. C., Scheeringa, R., Cools, R., & den Ouden, H. E. (2024). Prefrontal signals precede striatal signals for biased credit assignment in motivational learning biases. Nature Communications.

Back-to-Back regression for encoding and decoding analysis

Estimating evoked responses

N2pc、Pd、CDA等是偏侧化差异波成分，是视觉目标对侧视野与目标同侧视野电极点上波幅的差异波（如图所示）。温馨提醒：在使用偏侧化成分作为测量指标进行脑电研究时，在编制实验程序阶段一定要对左右视野呈现的刺激分别设置不同打不同的Marker / Trigger / Event code 数值，并在后续脑电数据分析阶段时分别标记为左侧视野和右侧视野呈现时的数据。此外，随着N2pc、Pd、CDA等偏侧化成分逐渐被运用在心理学等相关领域的研究中，偏侧化成分的分析方法及分析过程也备受研究者的关注。

ML model for the diagnosis of apnea based on EEG analysis

r code for permutation tests