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RAM-based neural networks

Author: James Austin
Publisher: Singapore ; River Edge, NJ : World Scientific, ©1998.
Series: Progress in neural processing, 9.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:

RAM-based neural networks are a class of methods for building pattern-recognition systems. They learn quickly and as a result are applicable to a range of problems. This text presents up-to-date  Read more...

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Document Type: Book
All Authors / Contributors: James Austin
ISBN: 9810232535 9789810232535
OCLC Number: 37975778
Description: ix, 240 pages : illustrations ; 23 cm.
Contents: RAM-Based Neural Networks, a Short History / J. Austin --
From WISARD to MAGNUS: A Family of Weightless Virtual Neural Machines / I. Aleksander --
A Comparative Study of GSN[superscript f] Learning Methods / A.C.P.L.F. De Carvalho, M.C. Fairhurst and D.L. Bisset --
The Advanced Uncertain Reasoning Architecture, AURA / J. Austin, J.V. Kennedy and K. Lees --
Benchmarking N-Tuple Classifier with StatLog Datasets / M. Morciniec and R. Rohwer --
Comparison of Some Methods for Processing "Grey Level" Data in Weightless Networks / R.J. Mitchell, J.M. Bishop and S.K. Box [and others] --
A Framework for Reasoning About RAM-Based Neural Networks for Image Analysis Applications / G. Howells, D.L. Bisset and M.C. Fairhurst --
Cross-Validation and Information Measures for RAM-Based Neural Networks / T.M. Jorgensen, S.S. Christensen and C. Liisberg --
A Modular Approach to Storage Capacity / P.J.L. Adeodato and J.G. Taylor --
Good-Turing Estimation for the Frequentist N-Tuple Classifier / M. Morciniec and R. Rohwer --
Partially Pre-calculated Weights for Backpropagation Training of RAM-Based Sigma-Pi Nets / R. Neville --
Optimisation of RAM Nets Using Inhibition Between Classes / T.M. Jorgensen --
A New Paradigm for RAM-Based Neural Networks / G. Howells, D.L. Bisset and M.C. Fairhurst --
Content Analysis of Document Images Using the ADAM Associative Memory / S.E.M. O'Keefe and J. Austin --
Texture Image Classification Using N-Tuple Coding of the Zero-Crossing Sketch / L. Hepplewhite and T.J. Stonham --
A Compound Eye for a Simple Robotic Insect / J.M. Bishop, D.A. Keating and R.J. Mitchell --
Extracting Directional Information for the Recognition of Fingerprints by pRAM Networks / T.G. Clarkson and Y. Ding --
Detection of Spatial and Temporal Relations in a Two-Dimensional Scene Using a Phased Weightless Neural State Machine / P. Ntourntoufis and T.J. Stonham --
Combining Two Boolean Neural Networks for Image Classification / A.C.P.L.F. De Carvalho, M.C. Fairhurst and D.L. Bisset --
Detecting Danger Labels with RAM-Based Neural Networks / C. Linneberg, A.W. Andersen and T.M. Jorgensen [et al.] --
Fast Simulation of a Binary Neural Network on a Message Passing Parallel Computer / T. Macek, G. Morgan and J. Austin --
C-NNAP: A Dedicated Processor for Binary Neural Networks / J.V. Kennedy, J. Austin and R. Pack [et al.].
Series Title: Progress in neural processing, 9.
Responsibility: editor, James Austin.

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