A Bio-Inspired Spiking Neural Network with Few-Shot Class-Incremental Learning for Gas Recognition

The sensitivity and selectivity profiles of gas sensors are always changed by sensor drifting, sensor aging, and the surroundings (e.g., temperature and humidity changes), which lead to a serious decline in gas recognition accuracy or even invalidation. To address this issue, the practical solution...

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Detalhes bibliográficos
Principais autores: Dexuan Huo, Jilin Zhang, Xinyu Dai, Pingping Zhang, Shumin Zhang, Xiao Yang, Jiachuang Wang, Mengwei Liu, Xuhui Sun, Hong Chen
Formato: Artigo
Idioma:English
Publicado em: MDPI AG 2023-02-01
coleção:Sensors
Assuntos:
Acesso em linha:https://www.mdpi.com/1424-8220/23/5/2433