Title :
Adaline with adaptive recursive memory
Author :
De Vries, Bert ; Principe, Jose C. ; De Oliveira, Pedro Guedes
Author_Institution :
Dept. of Electr. Eng., Florida Univ., Gainesville, FL, USA
fDate :
30 Sep-1 Oct 1991
Abstract :
The authors present a generalization of Widrow´s adaptive linear combiner with an adaptive recursive memory. Expressions for memory depth and resolution are derived. The LMS procedure is extended to adapt the memory depth and resolution so as to match the signal characteristics. The particular memory structure, gamma memory, was originally developed as part of a neural net model for temporal processing
Keywords :
digital filters; neural nets; Adaline; Widrow´s adaptive linear combiner; adaptive recursive memory; gamma memory; memory depth; memory resolution; neural net model; temporal processing; Adaptive filters; Adaptive signal processing; Biological system modeling; Convolution; Finite impulse response filter; IIR filters; Kernel; Power system modeling; Signal resolution; Stability;
Conference_Titel :
Neural Networks for Signal Processing [1991]., Proceedings of the 1991 IEEE Workshop
Conference_Location :
Princeton, NJ
Print_ISBN :
0-7803-0118-8
DOI :
10.1109/NNSP.1991.239531
