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2025	Machine learning for sleep stage classification in control and pilocarpine-induced epileptic rats Research on Biomedical Engineering Carlos Eduardo Gonçalves de Oliveira, Cláudio Quintino de Lima Júnior, Diego Basile Colugnati, Gerhardus Hermanus Maria Schoorlemmer, David Henriques da Matta, Aline Priscila Pansani
2025	Sleep Identification Enabled by Supervised Training Algorithms (SIESTA): An Open-Source Platform for Automatic Sleep Staging of Rodent Electrocorticographic and Electromyographic Data Journal of Biological Rhythms Asad I. Beck, Carlos S. Caldart, Miriam Ben-Hamo, Tenley A. Weil, Jazmine G. Perez, Franck Kalume, Bingni W. Brunton, Horacio O. de la Iglesia, Raymond E. A. Sanchez
2025	A deep learning software tool for automated sleep staging in rats via single channel EEG NPP—Digital Psychiatry and Neuroscience Andrew Smith, Snezana Milosavljevic, Courtney J. Wright, Charlie A. Grant, Ana Pocivavsek, Homayoun Valafar
2024	An automated sleep staging tool based on simple statistical features of mice electroencephalography (EEG) and electromyography (EMG) data European Journal of Neuroscience Rikuhiro G. Yamada, Kyoko Matsuzawa, Koji L. Ode, Hiroki R. Ueda
2023	A novel machine learning system for identifying sleep–wake states in mice SLEEP Jimmy J Fraigne, Jeffrey Wang, Hanhee Lee, Russell Luke, Sara K Pintwala, John H Peever
2022	Channel-independent recreation of artefactual signals in chronically recorded local field potentials using machine learning Brain Informatics Marcos Fabietti, Mufti Mahmud, Ahmad Lotfi
2022	Optimization of real-time analysis of sleep-wake cycle in mice MethodsX Stephen Thankachan, Andrei Gerashchenko, Ksenia V Kastanenka, Brian J Bacskai, Dmitry Gerashchenko
2022	2022 International Joint Conference on Neural Networks (IJCNN) Marcos Fabietti, Mufti Mahmud, Ahmad Lotfi
2021	2021 International Conference on Computational Science and Computational Intelligence (CSCI) Andrew Smith, Hardik Anand, Snezana Milosavljevic, Katherine M. Rentschler, Ana Pocivavsek, Homayoun Valafar