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.

July 2025 · Jiang, Xinyu; Liu, Xiangyu; Fan, Jiahao; Ye, Xinming; Dai, Chenyun; Clancy, Edward A; Akay, Metin; Chen, Wei
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.

October 2024 · Seyed Yahya Shirazi, Alexandre Franco, Mauricio Scopel Hoffman, Nathalia Esper, Dung Truong, Arnaud Delorme, Michael Milham, Scott Makeig