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Throwing light on black boxes: emergence of visual categories from deep learning.

One of the best known arguments against the connectionist approach to artificial intelligence and cognitive science is that neural networks are black boxes, i.e., there is no understandable account of their operation. This difficulty has impeded efforts to explain how categories arise from raw senso...

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Published in:Synthese Vol. 198; no. 10; pp. 10021 - 10042
Main Author: López-Rubio, Ezequiel
Format: Article
Published: Springer Nature Oct2021
Subjects:
Artificial intelligence
Deep learning
Generative adversarial networks
Convolutional neural networks
Cognitive science
Cognition
Online Access:View this record in EBSCOhost