Bringing interpretability and visualization with artificial neural networks

Bringing interpretability and visualization with artificial neural networks

Extreme Learning Machine (ELM) is a training algorithm for Single-Layer Feed-forward Neural Network (SLFN). The difference in theory of ELM from other training algorithms is in the existence of explicitly-given solution due to the immutability of initialed weights. In practice, ELMs achieve performa...

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Bibliographic Details
Main Author: Gritsenko, Andrey
Other Authors: Lendasse, Amaury
Format: Others
Language:English
Published: University of Iowa 2017
Subjects:
Big Data
Data Visualization
Dimensionality Reduction
Extreme Learning Machines
Probabilistic Classification
Shape Registration
Industrial Engineering
Online Access:https://ir.uiowa.edu/etd/5764
https://ir.uiowa.edu/cgi/viewcontent.cgi?article=7251&context=etd

Internet

https://ir.uiowa.edu/etd/5764
https://ir.uiowa.edu/cgi/viewcontent.cgi?article=7251&context=etd

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