An Augmented Echo State Network for Nonlinear Adaptive Filtering of Complex Noncircular Signals

2011 ◽  
Vol 22 (1) ◽  
pp. 74-83 ◽  
Author(s):  
Yili Xia ◽  
B Jelfs ◽  
M M Van Hulle ◽  
J C Principe ◽  
D P Mandic
Keyword(s):  
Adaptive Filtering ◽  
Echo State Network ◽  
Noncircular Signals ◽  
Nonlinear Adaptive Filtering

PARALLEL, LOCALLY CONNECTED ALGORITHMS FOR NONLINEAR ADAPTIVE FILTERING

1993 ◽  
Vol 04 (01) ◽  
pp. 85-98 ◽  
Author(s):  
HASSAN M. AHMED ◽  
FAWAD RAUF
Keyword(s):  
Adaptive Filtering ◽  
Layered Structure ◽  
Adaptive Filters ◽  
Computationally Efficient ◽  
Local Connectivity ◽  
Linear Filters ◽  
New Approach ◽  
Vlsi Layout ◽  
State Dependent ◽  
Nonlinear Adaptive Filtering

A new adaptive modular realization for nonlinear filters is presented whereby construction is both computationally efficient and readily implemented. The proposed layered structure consists of locally connected, locally adapted linear filters. Modularity and local connectivity make efficient VLSI layout easy and amenable to automation. The layered structure is based on "state dependent embedding", a new approach to the design of series based nonlinear adaptive filters.

scholarly journals Adaptive Inverse Control Based on Nonlinear Adaptive Filtering

1998 ◽  
Vol 31 (4) ◽  
pp. 211-216 ◽  
Author(s):  
Bernard Widrow ◽  
Gregory Plet ◽  
Edson Ferreira ◽  
Marcelo Lamego
Keyword(s):  
Adaptive Filtering ◽  
Adaptive Inverse Control ◽  
Inverse Control ◽  
Nonlinear Adaptive Filtering

Nonlinear adaptive filtering using annealed neural networks

2002 ◽  
Author(s):  
R.A. Nobakht ◽  
S.H. Ardalan ◽  
D.E. van den Bout ◽  
G.L. Bilbro
Keyword(s):  
Neural Networks ◽  
Adaptive Filtering ◽  
Nonlinear Adaptive Filtering
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