Data | Seyed Yahya Shirazi, Ph.D.

Useful and public datasets

I list some datasets that I find useful and public here. Unless otherwise noted, all datasets are available for download from the NEMAR Archive

HBN Dataset Insights Dashboard

This is a data visualization dashboard for exploring the Healthy Brain Network EEG dataset. Features age and sex distributions, task availability metrics, mental health correlations, and per-release analysis across 11 dataset releases with over 3,600 participants.

Hyser experimental setup showing 256-channel HD-sEMG electrode arrays

Hyser: High-Density Surface EMG Dataset for Neural Interface Research

The Hyser dataset provides 256-channel HD-sEMG recordings from 20 subjects across five distinct tasks, including gesture recognition and force control paradigms, making it ideal for developing advanced neural interfaces and prosthetic control algorithms.

Participants per Task and Release Overview

HBN-EEG: Healthy Brain Network EEG Datasets

The Healthy Brain Network EEG Datasets (HBN-EEG) includes 11 dataset releases containing EEG, behavioral data, and rich event annotations from participants aged 5-21 years, supporting large-scale analyses and machine-learning research on mental health.