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pro vyhledávání: '"Majaj, Najib"'
What spatial frequency information do humans and neural networks use to recognize objects? In neuroscience, critical band masking is an established tool that can reveal the frequency-selective filters used for object recognition. Critical band maskin
Externí odkaz:
http://arxiv.org/abs/2309.13190
Autor:
Subramanian, Ajay, Price, Sara, Kumbhar, Omkar, Sizikova, Elena, Majaj, Najib J., Pelli, Denis G.
The core of everyday tasks like reading and driving is active object recognition. Attempts to model such tasks are currently stymied by the inability to incorporate time. People show a flexible tradeoff between speed and accuracy and this tradeoff is
Externí odkaz:
http://arxiv.org/abs/2206.08427
Autor:
Lee, Gerick M., Rodríguez Deliz, C.L., Bushnell, Brittany N., Majaj, Najib J., Movshon, J. Anthony, Kiorpes, Lynne
Publikováno v:
In Cell Reports 27 August 2024 43(8)
Neural networks today often recognize objects as well as people do, and thus might serve as models of the human recognition process. However, most such networks provide their answer after a fixed computational effort, whereas human reaction time vari
Externí odkaz:
http://arxiv.org/abs/2011.12859
Scene text recognition models have advanced greatly in recent years. Inspired by human reading we characterize two important scene text recognition models by measuring their domains i.e. the range of stimulus images that they can read. The domain spe
Externí odkaz:
http://arxiv.org/abs/2007.00083
Autor:
Kubilius, Jonas, Schrimpf, Martin, Kar, Kohitij, Hong, Ha, Majaj, Najib J., Rajalingham, Rishi, Issa, Elias B., Bashivan, Pouya, Prescott-Roy, Jonathan, Schmidt, Kailyn, Nayebi, Aran, Bear, Daniel, Yamins, Daniel L. K., DiCarlo, James J.
Deep convolutional artificial neural networks (ANNs) are the leading class of candidate models of the mechanisms of visual processing in the primate ventral stream. While initially inspired by brain anatomy, over the past years, these ANNs have evolv
Externí odkaz:
http://arxiv.org/abs/1909.06161
Akademický článek
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Autor:
Cadieu, Charles F., Hong, Ha, Yamins, Daniel L. K., Pinto, Nicolas, Ardila, Diego, Solomon, Ethan A., Majaj, Najib J., DiCarlo, James J.
The primate visual system achieves remarkable visual object recognition performance even in brief presentations and under changes to object exemplar, geometric transformations, and background variation (a.k.a. core visual object recognition). This re
Externí odkaz:
http://arxiv.org/abs/1406.3284
Autor:
Cadieu, Charles F., Hong, Ha, Yamins, Dan, Pinto, Nicolas, Majaj, Najib J., DiCarlo, James J.
A key requirement for the development of effective learning representations is their evaluation and comparison to representations we know to be effective. In natural sensory domains, the community has viewed the brain as a source of inspiration and a
Externí odkaz:
http://arxiv.org/abs/1301.3530
Akademický článek
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