A systolic array for nonlinear adaptive filtering and pattern recognition
作者： DS Broomhead , R Jones , JG McWhirter , TJ Shepherd
DOI: 10.1007/978-1-4615-4036-6_5
关键词:
摘要: A fully systolic network is proposed for rapid and efficient multidimensional fitting interpolation using radial basis functions. The resulting processor, which constitutes a form of nonlinear adaptive filter, behaves like neural based on the multilayer, feedforward perception model. One application such as pattern classifier. >
springer.com
sci-hub.st 参考文章(12)
David Lowe, David S. Broomhead, Radial Basis Functions, Multi-Variable Functional Interpolation and Adaptive Networks Complex Systems. ,vol. 2, pp. 321- 355 ,(1988)
S Haykin, Adaptive Filter Theory ,(1986)
M. J. D. Powell, Radial basis functions for multivariable interpolation: a review Algorithms for approximation. pp. 143- 167 ,(1987)
S. Renals, R. Rohwer, Learning phoneme recognition using neural networks international conference on acoustics, speech, and signal processing. pp. 413- 416 ,(1989) , 10.1109/ICASSP.1989.266453
S. Renals, Radial basis function network for speech pattern classification Electronics Letters. ,vol. 25, pp. 437- 439 ,(1989) , 10.1049/EL:19890300
David G. Bounds, Paul J. Lloyd, Bruce G. Mathew, A comparison of neural network and other pattern recognition approaches to the diagnosis of low back disorders Neural Networks. ,vol. 3, pp. 583- 591 ,(1990) , 10.1016/0893-6080(90)90008-9
W. MORVEN GENTLEMAN, Least Squares Computations by Givens Transformations Without Square Roots Ima Journal of Applied Mathematics. ,vol. 12, pp. 329- 336 ,(1973) , 10.1093/IMAMAT/12.3.329
Charles A. Micchelli, Interpolation of Scattered Data: Distance Matrices and Conditionally Positive Definite Functions Approximation Theory and Spline Functions. ,vol. 2, pp. 143- 145 ,(1984) , 10.1007/978-94-009-6466-2_7
Sun-Yuan Kung, Arun, Gal-Ezer, Bhaskar Rao, Wavefront Array Processor: Language, Architecture, and Applications IEEE Transactions on Computers. ,vol. 31, pp. 1054- 1066 ,(1982) , 10.1109/TC.1982.1675922
G. Vrckovnik, C.R. Carter, S. Haykin, Radial basis function classification of impulse radar waveforms international joint conference on neural network. pp. 45- 50 ,(1990) , 10.1109/IJCNN.1990.137542