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On the Number of Linear Regions of Convolutional Neural Networks With Piecewise Linear Activations.
Huan Xiong
Lei Huang
Wenston J. T. Zang
Xiantong Zhen
Guo-Sen Xie
Bin Gu
Le Song
Published in:
IEEE Trans. Pattern Anal. Mach. Intell. (2024)
Keyphrases
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piecewise linear
chaotic map
machine learning
computer vision
image processing
multiscale
high resolution
support vector machine
image features
image classification
principal curves
convolutional neural networks