Class imbalance should not throw you off balance: Choosing the right classifiers and performance metrics for brain decoding with imbalanced data. - Philipp Thölke; Yorguin José Mantilla Ramos; Hamza Abdelhedi; Charlotte Maschke; Arthur Dehgan; Yann Harel; Anirudha Kemtur; Loubna Mekki Berrada; Myriam Sahraoui; Tammy Young; Antoine Bellemare-Pépin; Clara El Khantour; et al. (NeuroImage, 2023)

The 2025 PNPL Competition: Speech Detection and Phoneme Classification in the LibriBrain Dataset. - Gilad Landau; Miran Özdogan; Gereon Elvers; Francesco Mantegna; Pratik Somaiya; Dulhan Jayalath; Luisa Kurth; Teyun Kwon; Brendan Shillingford; Gregory Farquhar; Minqi Jiang; Karim Jerbi; et al. (CoRR, 2025)