Fast Orthogonal Neural Networks

The paper presents a novel approach to the construction and learning of linear neural networks based on fast orthogonal transforms. The orthogonality of basic operations associated with the algorithm of a given transform is used in order to substantially reduce the number of adapted weights of the n...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	Stasiak, Bartłomiej, Yatsymirskyy, Mykhaylo
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	Algorithmics. Computability. Computer arithmetics Applied sciences Artificial intelligence Basic Operation Computer science control theory systems Conjugate Gradient Method Digital Signal Processing Discrete Cosine Transform Discrete Fourier Transform Exact sciences and technology Theoretical computing
Online-Zugang:	Volltext
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