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PRoNTo Tutorials

The following practical demonstration videos from the 2021 PRoNTo Course show how to use PRoNTo step by step.

Video tutorials — 2021 PRoNTo Course

Practical Demo 1 — Haxby fMRI dataset

Classifying fMRI data while the subject looks at faces vs houses using an SVM model.

Practical Demo 2 — OASIS sMRI dataset

Classifying demented vs non-demented subjects using a Multiple Kernel Learning (MKL) model.

Practical Demo 3 — IXI sMRI dataset

Predicting age from structural MRI using a Kernel Ridge Regression (KRR) model.

Practical Demo 4 — Multimodal Face Recognition dataset

Classifying famous vs scrambled face images by combining different data types (EEG (MEEG), interpolated EEG as NIfTI, and connectivity EEG as .mat) using a Multiple Kernel Learning (MKL) model.

For the full course including lectures, see the 2021 PRoNTo Course page.