Shuqiao Liu, Junliang Li, Xiaojie Li*
Journal on Internet of Things, Vol.2, No.4, pp. 135-144, 2020, DOI:10.32604/jiot.2020.09797
- 22 September 2020
Abstract In the deep learning field, “Capsule” structure aims to overcome the
shortcomings of traditional Convolutional Neural Networks (CNN) which are
difficult to mine the relationship between sibling features. Capsule Net (CapsNet)
is a new type of classification network structure with “Capsule” as network
elements. It uses the “Squashing” algorithm as an activation function and Dynamic
Routing as a network optimization method to achieve better classification
performance. The main problem of the Brain Magnetic Resonance Imaging
(Brain MRI) recognition algorithm is that the difference between Alzheimer’s
disease (AD) image, the Mild Cognitive Impairment (MCI) image, and… More >
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