Author

Sou Yoshihara

Kyoto University

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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Neuroscience· 1

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Research Focus:benchmarking· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Shin’ya NishidaiD· 1 shared Taiki FukiageiD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

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2 top collaborators · 1 mutual co-author link

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1 shared paperNeuroscience

Shin’ya NishidaORCID

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1 paper

Recent·Most cited

Do training with blurred images make convolutional neural networks closer to humans concerning object recognition performance and internal representations?

Sou Yoshihara, Taiki Fukiage, Shin’ya Nishida

This study trains CNNs on sharp and blurry images to assess if it improves object recognition robustness and internal representations, finding partial success in reducing texture bias but not achieving human-like performance.

bioRxiv · Jun 13, 2022 · PreprintNeuroscience