AIMC Topic: Smell

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Intelligent wearable olfactory interface for latency-free mixed reality and fast olfactory enhancement.

Nature communications May 25, 2024
Olfaction feedback systems could be utilized to stimulate human emotion, increase alertness, provide clinical therapy, and establish immersive virtual environments. Currently, the reported olfaction feedback technologies still face a host of formidab...
Artificial Intelligence Algorithms Adult Humans User-Computer Interface Odorants Smell Male Wearable Electronic Devices
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TASA: Temporal Attention With Spatial Autoencoder Network for Odor-Induced Emotion Classification Using EEG.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society May 20, 2024
The olfactory system enables humans to smell different odors, which are closely related to emotions. The high temporal resolution and non-invasiveness of Electroencephalogram (EEG) make it suitable to objectively study human preferences for odors. Ef...
Female Odorants Emotions Humans Young Adult Neural Networks, Computer Attention Electroencephalography Male Algorithms Smell Deep Learning Adult
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Artificial Q-Grader: Machine Learning-Enabled Intelligent Olfactory and Gustatory Sensing System.

Advanced science (Weinheim, Baden-Wurttemberg, Germany) Apr 6, 2024
Portable and personalized artificial intelligence (AI)-driven sensors mimicking human olfactory and gustatory systems have immense potential for the large-scale deployment and autonomous monitoring systems of Internet of Things (IoT) devices. In this...
Odorants Electronic Nose Taste Coffee Smell Tongue Machine Learning Principal Component Analysis Zinc Oxide Humans Artificial Intelligence
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3D multi-robot olfaction in naturally ventilated indoor environments: Locating a time-varying source at unknown heights.

The Science of the total environment Mar 26, 2024
Source localization is significant for mitigating indoor air pollution and safeguarding the well-being and safety of occupants. While most study focuses on mechanical ventilation and static sources, this study explores the less-explored domain of loc...
Air Pollution, Indoor Smell Ventilation Robotics
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Data-centric artificial olfactory system based on the eigengraph.

Nature communications Feb 8, 2024
Recent studies of electronic nose system tend to waste significant amount of important data in odor identification. Until now, the sensitivity-oriented data composition has made it difficult to discover meaningful data to apply artificial intelligenc...
Artificial Intelligence Technology Smell Gases Odorants Humans
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A review of traditional Chinese medicine diagnosis using machine learning: Inspection, auscultation-olfaction, inquiry, and palpation.

Computers in biology and medicine Feb 2, 2024
Traditional Chinese medicine (TCM) is an essential part of the Chinese medical system and is recognized by the World Health Organization as an important alternative medicine. As an important part of TCM, TCM diagnosis is a method to understand a pati...
Machine Learning Medicine, Chinese Traditional Smell Humans Artificial Intelligence Palpation
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Artificial Intelligence Sensing: Effective Flavor Blueprinting of Tea Infusions for a Quality Control Perspective.

Molecules (Basel, Switzerland) Jan 23, 2024
Tea infusions are the most consumed beverages in the world after water; their pleasant yet peculiar flavor profile drives consumer choice and acceptance and becomes a fundamental benchmark for the industry. Any qualification method capable of objecti...
Smell Quality Control Volatile Organic Compounds Humans Artificial Intelligence Tea Odorants China
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Characterization of lamb shashliks with different roasting methods by intelligent sensory technologies and GC-MS to simulate human muti-sensation: Based on multimodal deep learning.

Food chemistry Dec 24, 2023
To simulate the functions of olfaction, gustation, vision, and oral touch, intelligent sensory technologies have been developed. Headspace solid-phase microextraction gas chromatography-mass spectrometry (HS-SPME-GC/MS) with electronic noses (E-noses...
Solid Phase Microextraction Electronic Nose Humans Sheep Animals Volatile Organic Compounds Deep Learning Smell Gas Chromatography-Mass Spectrometry
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Recent developments of e-sensing devices coupled to data processing techniques in food quality evaluation: a critical review.

Analytical methods : advancing methods and applications Oct 26, 2023
A greater demand for high-quality food is being driven by the growth of economic and technological advancements. In this context, consumers are currently paying special attention to organoleptic characteristics such as smell, taste, and appearance. M...
Food Quality Smell Taste Perception Humans Artificial Intelligence
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XGBoost odor prediction model: finding the structure-odor relationship of odorant molecules using the extreme gradient boosting algorithm.

Journal of biomolecular structure & dynamics Sep 18, 2023
Determining the structure-odor relationship has always been a very challenging task. The main challenge in investigating the correlation between the molecular structure and its associated odor is the ambiguous and obscure nature of verbally defined o...
Odorants Smell Models, Molecular Quantitative Structure-Activity Relationship Machine Learning Algorithms Molecular Structure
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