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Data Science In Olfaction
April 9, 2024, 4:43 a.m. | Vivek Agarwal, Joshua Harvey, Dmitry Rinberg, Vasant Dhar
cs.LG updates on arXiv.org arxiv.org
Abstract: Advances in neural sensing technology are making it possible to observe the olfactory process in great detail. In this paper, we conceptualize smell from a Data Science and AI perspective, that relates the properties of odorants to how they are sensed and analyzed in the olfactory system from the nose to the brain. Drawing distinctions to color vision, we argue that smell presents unique measurement challenges, including the complexity of stimuli, the high dimensionality of …
abstract advances arxiv cs.ai cs.lg data data science making observe paper perspective process q-bio.nc science sensing technology type
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