Recurrent Connections in the Primate Ventral Visual Stream Mediate a Trade-Off Between Task Performance and Network Size During Core Object Recognition

The computational role of the abundant feedback connections in the ventral visual stream is unclear, enabling humans and nonhuman primates to effortlessly recognize objects across a multitude of viewing conditions. Prior studies have augmented feedforward convolutional neural networks (CNNs) with re...

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Veröffentlicht in:	NEURAL COMPUTATION 2022-07, Vol.34 (8), p.1652-1675
Hauptverfasser:	Nayebi, Aran, Sagastuy-Brena, Javier, Bear, Daniel M, Kar, Kohitij, Kubilius, Jonas, Ganguli, Surya, Sussillo, David, DiCarlo, James J, Yamins, Daniel L.K
Format:	Artikel
Sprache:	eng
Online-Zugang:	Volltext
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