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Article January 2025

Benchmarking the speed–accuracy tradeoff in object recognition by humans and neural networks

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Ajay Subramanian; Sara Price; Omkar Kumbhar; Elena Sizikova; Najib J. Majaj; Denis G. Pelli
TAGS: benchmarking, object recognition, reaction time, datasets
Journal of Vision. 2025; 25(1):4. https://doi.org/10.1167/jov.25.1.4

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Vision Sciences Society Annual Meeting Abstract September 2024

Influence of background on the spatial-frequency channel for object recognition

Ajay Subramanian; Najib J. Majaj; Denis G. Pelli

Journal of Vision. 2024; 24(10):1174. https://doi.org/10.1167/jov.24.10.1174

Vision Sciences Society Annual Meeting Abstract August 2023

Spatial-frequency channels for object recognition by neural networks are twice as wide as those of humans

Ajay Subramanian; Elena Sizikova; Najib J. Majaj; Denis G. Pelli

Journal of Vision. 2023; 23(9):5032. https://doi.org/10.1167/jov.23.9.5032

Vision Sciences Society Annual Meeting Abstract December 2022

Benchmarking dynamic neural-network models of the human speed-accuracy tradeoff

Ajay Subramanian; Elena Sizikova; Omkar Kumbhar; Najib Majaj; Denis G. Pelli

Journal of Vision. 2022; 22(14):4359. https://doi.org/10.1167/jov.22.14.4359

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