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pro vyhledávání: '"Wood, Justin"'
Autor:
Wood, Justin N., Ullman, Tomer D., Wood, Brian W., Spelke, Elizabeth S., Wood, Samantha M. W.
Newborn animals have advanced perceptual skills at birth, but the nature of this initial knowledge is unknown. Is initial knowledge flexible, continuously adapting to the statistics of experience? Or can initial knowledge be rigid and robust to chang
Externí odkaz:
http://arxiv.org/abs/2402.14641
Vision transformers (ViTs) are top performing models on many computer vision benchmarks and can accurately predict human behavior on object recognition tasks. However, researchers question the value of using ViTs as models of biological learning beca
Externí odkaz:
http://arxiv.org/abs/2312.02843
Recent progress in artificial intelligence has renewed interest in building machines that learn like animals. Almost all of the work comparing learning across biological and artificial systems comes from studies where animals and machines received di
Externí odkaz:
http://arxiv.org/abs/2306.05582
What are the computational foundations of social grouping? Traditional approaches to this question have focused on verbal reasoning or simple (low-dimensional) quantitative models. In the real world, however, social preferences emerge when high-dimen
Externí odkaz:
http://arxiv.org/abs/2305.11137
Convolutional neural networks (CNNs) can now achieve human-level performance on challenging object recognition tasks. CNNs are also the leading quantitative models in terms of predicting neural and behavioral responses in visual recognition tasks. Ho
Externí odkaz:
http://arxiv.org/abs/2112.06106
Collective behavior is widespread across the animal kingdom. To date, however, the developmental and mechanistic foundations of collective behavior have not been formally established. What learning mechanisms drive the development of collective behav
Externí odkaz:
http://arxiv.org/abs/2111.03796
In recent years, the brain and cognitive sciences have made great strides developing a mechanistic understanding of object recognition in mature brains. Despite this progress, fundamental questions remain about the origins and computational foundatio
Externí odkaz:
http://arxiv.org/abs/2106.07185
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Akademický článek
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Autor:
Wood, Justin, Matiasz, Nicholas J., Silva, Alcino J., Hsu, William, Abyzov, Alexej, Wang, Wei
The biological literature is rich with sentences that describe causal relations. Methods that automatically extract such sentences can help biologists to synthesize the literature and even discover latent relations that had not been articulated expli
Externí odkaz:
http://arxiv.org/abs/1904.02032