Ashraf A. M. KHALAF


A Hybrid Nonlinear Predictor: Analysis of Learning Process and Predictability for Noisy Time Series
Ashraf A. M. KHALAF Kenji NAKAYAMA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1999/08/25
Vol. E82-A  No. 8  pp. 1420-1427
Type of Manuscript:  Special Section PAPER (Special Section on Digital Signal Processing)
Category: 
Keyword: 
predictionnonlineartime seriesneural networkFIR filternoise robustness
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A Cascade Form Predictor of Neural and FIR Filters and Its Minimum Size Estimation Based on Nonlinearity Analysis of Time Series
Ashraf A. M. KHALAF Kenji NAKAYAMA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1998/03/25
Vol. E81-A  No. 3  pp. 364-373
Type of Manuscript:  Special Section PAPER (Special Section of Selected Papers from the 10th Karuizawa Workshop on Circuits and Systems)
Category: 
Keyword: 
cascade form predictortime series predictionmulti-layer neural networksFIR filters nonlinear predictionnonlinearity analysisinput dimension estimation
 Summary | Full Text:PDF