Author

G. Puebla

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Animal Behavior & Cognition· 2

Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Research Focus:benchmarking· 1 Assay:imaging· 1 Approach:statistical model· 1

Frequent Co-Authors

J. Bowers· 1 shared J. S. Bowers· 1 shared

Activity by Year

2021-2021 · peak 2/yr

Co-Author Collaboration Network

2 top collaborators · 0 mutual co-author links

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1 shared paperAnimal Behavior & Cognition

J. Bowers

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2 papers

Recent·Most cited

Can deep convolutional neural networks support relational reasoning in the same-different task?

G. Puebla, J. Bowers

This study tests if deep convolutional neural networks can perform relational same-different reasoning, finding they struggle when test images differ from training images, even with augmented training.

bioRxiv · Sep 3, 2021Animal Behavior & Cognition

Can Deep Convolutional Neural Networks Learn Same-Different Relations?

G. Puebla, J. S. Bowers

This study shows deep convolutional neural networks can perform visual same-different classification, but only when test images are similar to training images at the pixel level.

bioRxiv · Apr 6, 2021 · PreprintAnimal Behavior & Cognition