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PPM-Decay: A computational model of auditory prediction with memory decay

Statistical learning and probabilistic prediction are fundamental processes in auditory cognition. A prominent computational model of these processes is Prediction by Partial Matching (PPM), a variable-order Markov model that learns by internalizing n-grams from training sequences. However, PPM has...

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Detalles Bibliográficos
Autores principales: Harrison, Peter M. C., Bianco, Roberta, Chait, Maria, Pearce, Marcus T.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7668605/
https://www.ncbi.nlm.nih.gov/pubmed/33147209
http://dx.doi.org/10.1371/journal.pcbi.1008304