Bridging odorants and olfactory perception through machine learning: A review

R Zhong, Z Ji, S Wang, H Chen - Trends in Food Science & Technology, 2024 - Elsevier
Background In the field of human olfactory perception (OP) and odorant chemistry (OC), a
substantial corpus of data has been amassed, with efforts directed towards constructing …

A principal odor map unifies diverse tasks in olfactory perception

BK Lee, EJ Mayhew, B Sanchez-Lengeling, JN Wei… - Science, 2023 - science.org
Mapping molecular structure to odor perception is a key challenge in olfaction. We used
graph neural networks to generate a principal odor map (POM) that preserves perceptual …

Quantum effects in the brain: A review

B Adams, F Petruccione - AVS quantum science, 2020 - pubs.aip.org
In the mid-1990s, it was proposed that quantum effects in proteins known as microtubules
play a role in the nature of consciousness. The theory was largely dismissed due to the fact …

Transport features predict if a molecule is odorous

EJ Mayhew, CJ Arayata, RC Gerkin… - Proceedings of the …, 2022 - National Acad Sciences
In studies of vision and audition, stimuli can be chosen to span the visible or audible
spectrum; in olfaction, the axes and boundaries defining the analogous odorous space are …

Molecular mechanism of activation of human musk receptors OR5AN1 and OR1A1 by (R)-muscone and diverse other musk-smelling compounds

L Ahmed, Y Zhang, E Block, M Buehl… - Proceedings of the …, 2018 - National Acad Sciences
Understanding olfaction at the molecular level is challenging due to the lack of
crystallographic models of odorant receptors (ORs). To better understand the molecular …

Molecular basis of mammalian odor discrimination: a status report

E Block - Journal of agricultural and Food Chemistry, 2018 - ACS Publications
Humans have 396 unique, intact olfactory receptors (ORs), G-protein coupled receptors
(GPCRs) containing receptor-specific binding sites; other mammals have more. Activation of …

Status of the vibrational theory of olfaction

RD Hoehn, DE Nichols, H Neven, S Kais - Frontiers in Physics, 2018 - frontiersin.org
The vibrational theory of olfaction is an attempt to describe a possible mechanism for
olfaction which is explanatory and provides researchers with a set of principles which permit …

A principal odor map unifies diverse tasks in human olfactory perception

BK Lee, EJ Mayhew, B Sanchez-Lengeling, JN Wei… - BioRxiv, 2022 - biorxiv.org
Mapping molecular structure to odor perception is a key challenge in olfaction. Here, we use
graph neural networks (GNN) to generate a Principal Odor Map (POM) that preserves …

[图书][B] System-Aufstellungen und ihre naturwissenschaftliche Begründung: Grundlage für eine innovative Methode zur Entscheidungsfindung in der …

T Gehlert - 2020 - library.oapen.org
In dieser Open-Access-Publikation liefert Thomas Gehlert eine konsistente, auf aktuellen
Experimenten und Theorien basierte, fundierte natur-und neurowissenschaftliche Theorie …

Trail pheromone identification in the ant Crematogaster scutellaris

F Scarano, D Giannetti, F Trenti, F Giacomazzi… - Scientific Reports, 2024 - nature.com
In this work, we identified the trail pheromone of the ant Crematogaster scutellaris. We
combined gas chromatography–mass spectrometry analysis of extracts from the hind tibia …