Smart Electronic Nose Enabled by an All‐Feature Olfactory Algorithm
Cong Fang, Hua‐Yao Li, Long Li, Huyin Su, Jiang Tang, Xiang Bai, Huan Liu
Abstract
Smart Electronic Nose A smart electronic nose is enabled by an all-feature olfactory algorithm (AFOA) utilizing the response, equilibrium, and recovery processes in a gas sensing cycle. The deep learning-enabled codesign of sensor array and recognition algorithm can reduce the heavy demand for a huge amount of highly specialized gas sensors and provide interpretable insights into odor recognition dynamics in an iterative way. More infomration can be found in article number 2200074 by Xiang Bai, Huan Liu, and co-workers.
Topics & Concepts
Electronic noseFeature (linguistics)OdorComputer scienceOlfactory systemArtificial intelligenceAlgorithmPattern recognition (psychology)NeurosciencePsychologyPhilosophyLinguisticsAdvanced Chemical Sensor TechnologiesInsect Pheromone Research and ControlGas Sensing Nanomaterials and Sensors