eeg-signals

Brainwave signal dataset.

MATLAB analysis of EEG signals: time/frequency domain, brainwave extraction (α, β, δ, θ, γ), and sleep stage detection using real EEG data.

NeuroCausality analyzes EEG data to map how brain regions influence each other using causal connectivity methods.

🧠 Comparison of brainwave between 2 gathering sources - Mindwave and Muse - in random state

Synthetic Data Generation Algorithms (VAE-GAN-Diffusion Model-LSTM-Copula)

EEG Seizure Detection and Localization Using Supervised and Unsupervised Learning 🧠⚡

Computational neuroscience project implementing a Kuramoto oscillator network to model EEG alpha-band synchronization and compare synthetic spectra with real EEG recordings.

EEG web simulator for AEH labs

Rust SDK for building applications on AxonOS — a real-time operating system for brain-computer interfaces. Provides intent APIs, capability-based permissions, and deterministic execution.

[JNE] Journal of Neural Engineering

EEG Emotion Recognition using DEAP Dataset.

This project performs in depth analysis of brain signals from EDF (European Data Format) files using time domain, frequency domain, and time frequency analysis methods. The analysis includes signal visualization, spectral analysis, artifact detection, and seizure identification.

Examining EEG brain signals of people with epilepsy

BrainDx: Binary and Multiclass Models

Brain Functional Connectivity During AI-Assisted Essay Writing An EEG surface-recording study analysing OpenNeuro ds008496 (Brain Connectivity Based on EEG of Student Learning Processes Using Gen-AI). Preprint manuscript: August 2026.

Diploma thesis on biometric identification based on signals from electroencephalography (EEG) sensors

Harmful Brain Activity Detection Classification - Classify seizures and other patterns of harmful brain activity in critically ill patients