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Neural Networks for Signal Processing [1997] VII. Proceedings of the 1997 IEEE Workshop
  Date: 24-26 Sep 1997 
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Neural Networks for Signal Processing VII. Proceedings of the 1997 IEEE Signal Processing Society Workshop

Page(s): 
Digital Object Identifier 10.1109/NNSP.1997.622375
Abstract  | Full Text: PDF (280 KB)
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Chaos, radar clutter, and neural networks

Haykin, S.
Page(s): 3-3
Abstract  | Full Text: PDF (32 KB)
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Nonparametric regression modeling with topographic maps as a basis for lossy image compression

Van Hulle, M.M.
Page(s): 4-13
Digital Object Identifier 10.1109/NNSP.1997.622378
Abstract  | Full Text: PDF (640 KB)
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Entropy manipulation of arbitrary nonlinear mappings

Fisher, J.W., III; Principe, J.C.
Page(s): 14-23
Digital Object Identifier 10.1109/NNSP.1997.622379
Abstract  | Full Text: PDF (580 KB)
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Adaptive regularization of neural classifiers

Nonboe Andersen, L.; Larsen, J.; Hansen, L.K.; Hintz-Madsen, M.
Page(s): 24-33
Digital Object Identifier 10.1109/NNSP.1997.622380
Abstract  | Full Text: PDF (496 KB)
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Remembering the past: the role of embedded memory in recurrent neural network architectures

Giles, C.L.; Tsungnan Lin; Horne, B.G.
Page(s): 34-43
Digital Object Identifier 10.1109/NNSP.1997.622381
Abstract  | Full Text: PDF (488 KB)
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Low sensitivity time delay neural networks with cascade form structure

Back, A.D.; Horne, B.G.; Ah Chung Tsoi; Giles, C.L.
Page(s): 44-53
Digital Object Identifier 10.1109/NNSP.1997.622382
Abstract  | Full Text: PDF (436 KB)
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Novel projection pursuit indices for feature extraction and classification: An inter-comparison in a remote sensing application

Bachmann, C.M.
Page(s): 54-63
Digital Object Identifier 10.1109/NNSP.1997.622383
Abstract  | Full Text: PDF (460 KB)
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Optimal feature extraction techniques to improve classification performance, with application to sonar signals

Larkin, M.J.
Page(s): 64-71
Digital Object Identifier 10.1109/NNSP.1997.622384
Abstract  | Full Text: PDF (380 KB)
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On estimation of nonlinear black-box models: how to obtain a good initialization

Sjoberg, J.
Page(s): 72-81
Digital Object Identifier 10.1109/NNSP.1997.622385
Abstract  | Full Text: PDF (492 KB)
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Interpretation of recurrent neural networks

Pedersen, M.W.; Larsen, J.
Page(s): 82-91
Digital Object Identifier 10.1109/NNSP.1997.622386
Abstract  | Full Text: PDF (560 KB)
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Extracting the relevant delays in time series modelling

Goutte, C.
Page(s): 92-101
Digital Object Identifier 10.1109/NNSP.1997.622387
Abstract  | Full Text: PDF (584 KB)
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Combined learning and use for classification and regression models

Miller, D.J.; Uyar, H.S.; Lian Yan
Page(s): 102-111
Digital Object Identifier 10.1109/NNSP.1997.622388
Abstract  | Full Text: PDF (504 KB)
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Reducing false alarm risk in transient signal classification

de Lassus, H.; Lecacheux, A.; Daigremont, P.; Badran, F.; Thiria, S.
Page(s): 112-120
Digital Object Identifier 10.1109/NNSP.1997.622389
Abstract  | Full Text: PDF (576 KB)
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Multiple and time-varying dynamic modelling capabilities of recurrent neural networks

Back, A.D.
Page(s): 121-130
Digital Object Identifier 10.1109/NNSP.1997.622390
Abstract  | Full Text: PDF (484 KB)
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Induced specialization of context units for temporal pattern recognition and reproduction

Kothari, R.; Agyepong, K.
Page(s): 131-140
Digital Object Identifier 10.1109/NNSP.1997.622391
Abstract  | Full Text: PDF (464 KB)
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Uniform approximation and the complexity of neural networks

Ferreira, P.J.S.G.; Si-Qi Cao
Page(s): 141-148
Digital Object Identifier 10.1109/NNSP.1997.622392
Abstract  | Full Text: PDF (320 KB)
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Neural Networks for Medical Image Processing

Brown, D.G.
Page(s): 151-151
Abstract  | Full Text: PDF (32 KB)
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Mixture of discriminative learning experts of constant sensitivity for automated cytology screening

Jenq-Neng Hwang; Lin, E.
Page(s): 152-161
Digital Object Identifier 10.1109/NNSP.1997.622394
Abstract  | Full Text: PDF (504 KB)
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Dynamics modelling in brain circulation

Silipo, R.; Schittenkopf, C.; Deco, G.; Brawanski, A.
Page(s): 162-171
Digital Object Identifier 10.1109/NNSP.1997.622395
Abstract  | Full Text: PDF (500 KB)
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A multiple-classifier architecture for ECG beat classification

Palreddy, S.; Yu Hen Hu; Mani, V.; Tompkins, W.J.
Page(s): 172-181
Digital Object Identifier 10.1109/NNSP.1997.622396
Abstract  | Full Text: PDF (516 KB)
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Applying neural networks to adjust insulin-pump doses

Andrianasy, F.; Milgram, M.
Page(s): 182-188
Digital Object Identifier 10.1109/NNSP.1997.622397
Abstract  | Full Text: PDF (400 KB)
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MR brain image classification by multimodal perceptron tree neural network

Valova, I.; Kosugi, Y.
Page(s): 189-198
Digital Object Identifier 10.1109/NNSP.1997.622398
Abstract  | Full Text: PDF (564 KB)
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Texture analysis and artificial neural network for detection of clustered microcalcifications on mammograms

Jong Kook Kim; Jeong Mi Park; Koun Sik Song; Hyun Wook Park
Page(s): 199-206
Digital Object Identifier 10.1109/NNSP.1997.622399
Abstract  | Full Text: PDF (392 KB)
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Neural nets in boundary tracing tasks

Crawford-Hines, S.; Anderson, C.W.
Page(s): 207-215
Digital Object Identifier 10.1109/NNSP.1997.622400
Abstract  | Full Text: PDF (552 KB)
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