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Neural network model of serial learning

Published: 01 July 1989 Publication History

Abstract

A brief introduction to neural networks is given, and correspondences between the elements of such networks and the primitive objects of APL are indicated. A neural network model is presented for simulating serial learning, the ability of an animal to respond in a prescribed sequence to an array of stimuli presented simultaneously. The particular network presented is intended to model stimulus-response (s-r) chaining, a behaviorist theory of serial learning. Some results obtained from running the network are discussed.

References

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Fogler, R. J., Williams, R. L., & Hostetler, L. D. (1988). Abstract: A Billion Connection per Second Feedforward Pipeline for Computer Vision Applications. Neuml Nenuauks, vol. 1, suppl. 1,436.
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Ghosh, S., Collins, E. A., & Scoield, C. L. (1988). Abstract: Prediction of Mortgage Loan Performance with a Multiple Neural Network Leaming System. Neuml Nenuorks, vol. 1, suppl. 1,439.
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Madey, G., & Denton, J. (1988). Abstract: Credit Evaluation with Missing Data Fields. Neutul Nerworkr, vol. 1, suppl. 1,456.
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Peele, H. A. (1981). Teaching a Topic in Cybernetics with APL: An Introduction to Neural Net Modellirtg. APL Quote Quad, vol. 12, no. 1,235-239.
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Rumelhart, D. E., Hinton, G. E., & Williams, R. J. (1986). Learning Internal Representations by Error Propagation. In D. E. Rumelhart, J. L. McLellan, et al., Patullel Disbibuted Processing: lSplorutions in the Micnxtructunz of Cognition, Volume 1: Foundations, Cambridge, MA: MIT Press.
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Published In

cover image ACM SIGAPL APL Quote Quad
ACM SIGAPL APL Quote Quad  Volume 19, Issue 4
Aug. 1989
376 pages
ISSN:0163-6006
DOI:10.1145/75145
Issue’s Table of Contents
  • cover image ACM Conferences
    APL '89: Conference proceedings on APL as a tool of thought
    July 1989
    384 pages
    ISBN:0897913272
    DOI:10.1145/75144
Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 01 July 1989
Published in SIGAPL Volume 19, Issue 4

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