An Investigation of Neural Network Structure with Topological Data Analysis

Artificial neural networks at the present time gain notable popularity and show astounding results in many machine learning tasks. This, however, also results in a drawback that the understanding of the processes happening inside of learning algorithms decreases. In many cases, the process of choosi...

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Bibliographic Details
Main Author: Polianskii, Vladislav
Format: Others
Language:English
Published: KTH, Skolan för elektroteknik och datavetenskap (EECS) 2018
Subjects:
TDA
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-238702