Credits and licences

brainmaze-eeg-models is licensed under the BSD 3-Clause License.

Seizure detection

The seizure models were developed at the Mayo Clinic (Bioelectronics Neurophysiology and Engineering Lab) and were previously distributed in brainmaze-torch. Please cite:

V. Sladky et al., “Distributed brain co-processor for tracking spikes, seizures and behaviour during electrical brain stimulation”, Brain Communications 4(3), 2022, doi:10.1093/braincomms/fcac115.

OpenSpindleNet

The spindle models (spindle-detector-eeg.onnx, spindle-detector-ieeg.onnx, unchanged) and the decoding / preprocessing code ported in brainmaze_eeg_models.spindles are from OpenSpindleNet (training code: mayo_spindles), MIT License, Copyright (c) 2025 CaptainTrojan. The full licence text is in NOTICE.md (repository root, and the licenses folder of the installed package’s metadata). If you use the spindle detector, please cite:

M. Seják, F. Mivalt, V. Sladký, V. Všianský, D. Z. Carvalho, E. K. St Louis, G. A. Worrell, V. Křemen, “OpenSpindleNet: An open-source deep learning network for reliable sleep spindle detection in scalp and intracranial EEG”, Computers in Biology and Medicine 197 (2025) 110854.