Synergistic Integration of Laser Oxidation and Long Short-Term Memory for Advanced Odor Classification in Next-Generation Artificial Olfactory Systems.

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Tác giả: Ji-Woong Choi, Hyun Woo Jang, Jae Eun Jang, Samhwan Kim, Sohee Kim, Hyeokjin Kwon, Hyuk-Jun Kwon, Hyeongtae Lim, Jiho Park

Ngôn ngữ: eng

Ký hiệu phân loại: 338.456 Production efficiency in specific industries and groups of industries

Thông tin xuất bản: United States : ACS sensors , 2025

Mô tả vật lý:

Bộ sưu tập: NCBI

ID: 747722

Emulating and enhancing human olfactory capabilities, artificial olfactory technology provides adept detection of subtle odors, gases, and various chemical substances. Metal oxide semiconductors (MOSs) are ideal materials for next-generation artificial olfactory devices due to their outstanding gas sensing performance, characterized high sensitivity, high response speed, and robust stability, as well as their compatibility with microfabrication. For broader applications, developing a comprehensive database of diverse odorants is crucial, which necessitates expanding the types of MOS channels in artificial olfactory devices. This paper reports a laser-induced oxidation-based artificial olfactory device using a 7 × 3 sensor array composed of three metal oxides (SnO
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