mlsanityData to 14 Oct 2026

Extrapolating continuous color emotions through deep learning

arXiv 2009.04519 ↗First posted 5 Aug 2020q-bio.QM cs.LG physics.bio-phcited by 1

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Abstract (arXiv)

By means of an experimental dataset, we use deep learning to implement an RGB extrapolation of emotions associated to color, and do a mathematical study of the results obtained through this neural network. In particular, we see that males typically associate a given emotion with darker colors while females with brighter colors. A similar trend was observed with older people and associations to lighter colors. Moreover, through our classification matrix, we identify which colors have weak associations to emotions and which colors are typically confused with other colors.

Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). First posted on arXiv 5 Aug 2020.

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