FPGA Implementation for Odor Identification with Depthwise Separable Convolutional Neural Network

FPGA Implementation for Odor Identification with Depthwise Separable Convolutional Neural Network

The integrated electronic nose (e-nose) design, which integrates sensor arrays and recognition algorithms, has been widely used in different fields. However, the current integrated e-nose system usually suffers from the problem of low accuracy with simple algorithm structure and slow speed with comp...

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Bibliographic Details
Main Authors: Zhuofeng Mo, Dehan Luo, Tengteng Wen, Yu Cheng, Xin Li
Format: Article
Language:English
Published: MDPI AG 2021-01-01
Series:Sensors
Subjects:
electronic nose
odor identification
depthwise separable convolutional neural network
FPGA-implementation
Online Access:https://www.mdpi.com/1424-8220/21/3/832

Internet

https://www.mdpi.com/1424-8220/21/3/832

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