Author

Srijani Saha

Harvard UniversityORCID 0009-0005-8586-4194Unclaimed ORCID profile · follow to get notified of new preprints

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Neuroscience· 1

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Approach:deep learning· 1

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George A. AlvareziD· 1 shared Talia KonkleiD· 1 shared

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2026-2026 · peak 1/yr

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1 shared paperNeuroscience

George A. AlvarezORCID

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1 paper

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NeurosciencebioRxivPreprintApr 20, 2026

A Unified Account of Lightness Illusions via Edge-BasedReconstruction of Natural Images

Srijani Saha, Talia Konkle, George A. Alvarez

This paper uses deep learning to show that lightness illusions can emerge from edge-based image reconstruction, suggesting a simpler computational mechanism than previously thought.

DOI 10.64898/2026.04.07.716245

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