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Signal Processing, IEEE Transactions on
Volume: 45  Issue: 11   Date: Nov 1997
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View: 1-25 | 26-26
Guest Editors' Introduction: Neural Networks For Signal Processing

Constantinides, A.G.; Haykin, S.; Yu Hen Hu; Jenq-neng Hwang; Katagiri, S.; Sun-yuan Kung; Poggio, T.A.
Page(s): 2637-2638
Digital Object Identifier 10.1109/TSP.1997.650089
Abstract  | Full Text: PDF (20 KB)
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Neural-fuzzy classification for segmentation of remotely sensed images

Sei-Wang Chen; Chi-Farn Chen; Meng-Seng Chen; Shen Cheng; Chiung-Yao Fang; Kuo-En Chang
Page(s): 2639-2654
Digital Object Identifier 10.1109/78.650090
Abstract  | Full Text: PDF (576 KB)
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Discriminative metric design for robust pattern recognition

Watanabe, H.; Yamaguchi, T.; Katagiri, S.
Page(s): 2655-2662
Digital Object Identifier 10.1109/78.650091
Abstract  | Full Text: PDF (236 KB)
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Nonparametric regression analysis achieved with topographic maps developed in combination with projection pursuit learning: an application to density estimation and adaptive filtering of grey-scale images

Van Hulle, M.M.
Page(s): 2663-2672
Digital Object Identifier 10.1109/78.650092
Abstract  | Full Text: PDF (364 KB)
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Bidirectional recurrent neural networks

Schuster, M.; Paliwal, K.K.
Page(s): 2673-2681
Digital Object Identifier 10.1109/78.650093
Abstract  | Full Text: PDF (264 KB)
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NLq theory: checking and imposing stability of recurrent neural networks for nonlinear modeling

Suykens, J.A.K.; Vandewalle, J.; De Moor, B.L.R.
Page(s): 2682-2691
Digital Object Identifier 10.1109/78.650094
Abstract  | Full Text: PDF (336 KB)
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Blind source separation-semiparametric statistical approach

Shun-Ichi Amari; Cardoso, J.-F.
Page(s): 2692-2700
Digital Object Identifier 10.1109/78.650095
Abstract  | Full Text: PDF (376 KB)
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Coding and comparison of DAG's as a novel neural structure with applications to on-line handwriting recognition

I-Jong Lin; Sun-Yuan Kung
Page(s): 2701-2708
Digital Object Identifier 10.1109/78.650096
Abstract  | Full Text: PDF (168 KB)
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Unsupervised statistical neural networks for model-based object recognition

Kumar, V.P.; Manolakos, E.S.
Page(s): 2709-2718
Digital Object Identifier 10.1109/78.650097
Abstract  | Full Text: PDF (336 KB)
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A delay damage model selection algorithm for NARX neural networks

Tsung-Nan Lin; Giles, C.L.; Horne, B.G.; Sun-Yuan Kung
Page(s): 2719-2730
Digital Object Identifier 10.1109/78.650098
Abstract  | Full Text: PDF (296 KB)
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Fast adaptive digital equalization by recurrent neural networks

Parisi, R.; Di Claudio, E.D.; Orlandi, G.; Rao, B.D.
Page(s): 2731-2739
Digital Object Identifier 10.1109/78.650099
Abstract  | Full Text: PDF (180 KB)
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Birdsong recognition using backpropagation and multivariate statistics

McIlraith, A.L.; Card, H.C.
Page(s): 2740-2748
Digital Object Identifier 10.1109/78.650100
Abstract  | Full Text: PDF (212 KB)
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Solving inverse problems by Bayesian neural network iterative inversion with ground truth incorporation

Davis, D.T.; Jenq-Neng Hwang
Page(s): 2749-2757
Digital Object Identifier 10.1109/78.650101
Abstract  | Full Text: PDF (528 KB)
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Comparing support vector machines with Gaussian kernels to radial basis function classifiers

Scholkopf, B.; Kah-Kay Sung; Burges, C.J.C.; Girosi, F.; Niyogi, P.; Poggio, T.; Vapnik, V.
Page(s): 2758-2765
Digital Object Identifier 10.1109/78.650102
Abstract  | Full Text: PDF (196 KB)
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Self-evolving neural networks for rule-based data processing

Halgamuge, S.K.
Page(s): 2766-2773
Digital Object Identifier 10.1109/78.650103
Abstract  | Full Text: PDF (236 KB)
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Optimum nonlinear filtering

Haykin, S.; Yee, P.; Derbez, E.
Page(s): 2774-2786
Digital Object Identifier 10.1109/78.650104
Abstract  | Full Text: PDF (400 KB)
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Self-organizing feature maps and hidden Markov models for machine-tool monitoring

Owsley, L.M.D.; Atlas, L.E.; Bernard, G.D.
Page(s): 2787-2798
Digital Object Identifier 10.1109/78.650105
Abstract  | Full Text: PDF (300 KB)
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δ-NARMA neural networks: a new approach to signal prediction

Bonnet, D.; Labouisse, V.; Grumbach, A.
Page(s): 2799-2810
Digital Object Identifier 10.1109/78.650106
Abstract  | Full Text: PDF (436 KB)
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Mixture of experts regression modeling by deterministic annealing

Rao, A.V.; Miller, D.; Rose, K.; Gersho, A.
Page(s): 2811-2820
Digital Object Identifier 10.1109/78.650107
Abstract  | Full Text: PDF (236 KB)
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Extracting useful higher order features for condition monitoring using artificial neural networks

Murray, A.; Penman, J.
Page(s): 2821-2828
Digital Object Identifier 10.1109/78.650108
Abstract  | Full Text: PDF (168 KB)
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Neural networks for blind decorrelation of signals

Douglas, S.C.; Cichocki, A.
Page(s): 2829-2842
Digital Object Identifier 10.1109/78.650109
Abstract  | Full Text: PDF (660 KB)
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Statistical convergence analysis of Rosenblatt's perceptron algorithm as a DS-spread spectrum detector

Engel, I.; Bershad, N.J.
Page(s): 2843-2846
Digital Object Identifier 10.1109/78.650110
Abstract  | Full Text: PDF (132 KB)
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Neural networks for signal detection in non-Gaussian noise

Gandhi, P.P.; Ramamurti, V.
Page(s): 2846-2851
Digital Object Identifier 10.1109/78.650111
Abstract  | Full Text: PDF (208 KB)
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A decision feedback recurrent neural equalizer as an infinite impulse response filter

Sunghwan Ong; Cheolwoo You; Sooyong Choi; Daesik Hong
Page(s): 2851-2858
Digital Object Identifier 10.1109/78.650112
Abstract  | Full Text: PDF (240 KB)
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Multiresolution learning paradigm and signal prediction

Yao Liang; Page, E.W.
Page(s): 2858-2864
Digital Object Identifier 10.1109/78.650113
Abstract  | Full Text: PDF (212 KB)
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