1D convolutional neural networks and applications: A survey

1D convolutional neural networks and applications: A survey

<p dir="ltr">During the last decade, Convolutional Neural Networks (CNNs) have become the <i>de facto</i> standard for various Computer Vision and Machine Learning operations. CNNs are feed-forward Artificial Neural Networks (ANNs) with alternating convolutional and subsa...

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Bibliographic Details
Main Author: Serkan Kiranyaz (3762058) (author)
Other Authors: Onur Avci (14246801) (author), Osama Abdeljaber (14246798) (author), Turker Ince (14150610) (author), Moncef Gabbouj (2276533) (author), Daniel J. Inman (5509598) (author)
Published: 2021
Subjects:
Engineering
Communications engineering
Information and computing sciences
Computer vision and multimedia computation
Machine learning
Artificial Neural Networks
Deep learning
Convolutional neural networks
Structural health monitoring
Condition monitoring
Arrhythmia detection and identification
Fault detection
Structural damage detection
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