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Estimating Fisher discriminant error in a linear integrator model of neural population activity

Decoding approaches provide a useful means of estimating the information contained in neuronal circuits. In this work, we analyze the expected classification error of a decoder based on Fisher linear discriminant analysis. We provide expressions that relate decoding error to the specific parameters...

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Detalles Bibliográficos
Autores principales: Calderini, Matias, Thivierge, Jean-Philippe
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7895896/
https://www.ncbi.nlm.nih.gov/pubmed/33606089
http://dx.doi.org/10.1186/s13408-021-00104-4