Applying Improved Convolutional Neural Network in Image Classification
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DOI: 10.1007/s11036-018-1196-7
Abstract: In order to solve the poor accuracy problem which caused by the gradient descent easily fail into local optimum during the training process and the noise interference in process of feature extracting. This paper presents… read more here.
Keywords: neural network; applying improved; image; improved convolutional ... See more keywords
Diagnosis of secondary pulmonary tuberculosis by an eight-layer improved convolutional neural network with stochastic pooling and hyperparameter optimization
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Ambient Intelligence and Humanized Computing"
DOI: 10.1007/s12652-020-02612-9
Abstract: To more efficiently diagnose secondary pulmonary tuberculosis, we build an improved convolutional neural network (ICNN) based on recent deep learning technologies. First, a 12-way data augmentation (DA-12) was proposed to increase size of training set.… read more here.
Keywords: pulmonary tuberculosis; network; convolutional neural; secondary pulmonary ... See more keywords
An Improved Convolutional Neural Network for Three-Phase Inverter Fault Diagnosis
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Instrumentation and Measurement"
DOI: 10.1109/tim.2021.3129198
Abstract: This article proposes an end-to-end method based on an improved convolutional neural network model for inverter fault diagnosis. First, transient time-domain sequence data under different faults are analyzed, and raw signals are taken as fault… read more here.
Keywords: fault diagnosis; convolutional neural; fault; improved convolutional ... See more keywords
Simultaneous Detection of Defects in Electrical Connectors Based on Improved Convolutional Neural Network
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Instrumentation and Measurement"
DOI: 10.1109/tim.2022.3169535
Abstract: Electrical connector is a main channel for the transmission of signals and energy signals within electrical device. Even a tiny skew and a missing pin of the electrical connector have a vital impact on the… read more here.
Keywords: electrical connectors; network; based improved; electrical connector ... See more keywords
Decision-Making Application of the Cloud-Fog Hybrid Model Based on the Improved Convolutional Neural Network in Financial Services in Smart Medical Care
Sign Up to like & getrecommendations! Published in 2022 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2022/5732379
Abstract: In order to alleviate the “difficulty in seeing a doctor” for the masses, continuously optimize the service process, and explore new financial service processes for admission and discharge, this study proposes a cloud-fog hybrid model… read more here.
Keywords: services smart; neural network; network; convolutional neural ... See more keywords
Diagnosis of rotating machinery based on improved convolutional neural networks with gray-level transformation
Sign Up to like & getrecommendations! Published in 2023 at "Journal of Vibroengineering"
DOI: 10.21595/jve.2023.23040
Abstract: A fault diagnosis method for the rotating machinery based on improved Convolutional Neural Network (CNN) with Gray-Level Transformation (GLT) is proposed to increase the accuracy of the recognition adopting the multiple sensors. The Symmetrized Dot… read more here.
Keywords: diagnosis; based improved; improved convolutional; method ... See more keywords