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Adaptive Tuning Curve Widths Improve Sample Efficient Learning

Natural brains perform miraculously well in learning new tasks from a small number of samples, whereas sample efficient learning is still a major open problem in the field of machine learning. Here, we raise the question, how the neural coding scheme affects sample efficiency, and make first progres...

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Pubblicato in:Front Comput Neurosci
Autori principali: Meier, Florian, Dang-Nhu, Raphaël, Steger, Angelika
Natura: Artigo
Lingua:Inglês
Pubblicazione: Frontiers Media S.A. 2020
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC7041413/
https://ncbi.nlm.nih.gov/pubmed/32132915
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fncom.2020.00012
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