Structures and Algorithms for Two-Dimensional Adaptive Signal Processing

1996 ◽  
pp. 117-182 ◽  
Author(s):  
W. Kenneth Jenkins ◽  
Andrew W. Hull ◽  
Jeffrey C. Strait ◽  
Bernard A. Schnaufer ◽  
Xiaohui Li
Keyword(s):  
Signal Processing ◽  
Adaptive Signal Processing ◽  
Two Dimensional ◽  
Adaptive Signal

LOCALLY IMPLEMENTABLE MATRIX FLOWS AND THEIR APPLICATION TO NEURAL NETWORK LEARNING

1994 ◽  
Vol 04 (01) ◽  
pp. 23-51 ◽  
Author(s):  
JEROEN DEHAENE ◽  
JOOS VANDEWALLE
Keyword(s):  
Neural Network ◽  
Signal Processing ◽  
Network Structure ◽  
Adaptive Signal Processing ◽  
External Signal ◽  
Neural Network Learning ◽  
Network Learning ◽  
Adaptive Signal

A number of matrix flows, based on isospectral and isodirectional flows, is studied and modified for the purpose of local implementability on a network structure. The flows converge to matrices with a predefined spectrum and eigenvectors which are determined by an external signal. The flows can be useful for adaptive signal processing applications and are applied to neural network learning.

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