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Topological Measurement of Deep Neural Networks Using Persistent Homology.
Satoru Watanabe
Hayato Yamana
Published in:
ISAIM (2020)
Keyphrases
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persistent homology
neural network
topological features
morse theory
computational geometry
artificial neural networks
competitive learning
delaunay triangulations
machine learning
social networks
image processing
multiscale
mobile robot
state space
self organizing maps