EXTEND CONNECTIONIST NETWORK MODELS TO DO SEQUENTIAL REASONING.

Y. C. Lee, H. H. Chen, G. Z. Sun, H. Y. Lee, Tom Maxwell, C. Lee Giles

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Summary form only given, as follows. A neural blackboard architecture is proposed in which a high-order associative memory network serves as a global shared memory for one or more feedforward-type neural inference engines to allow the system to reason in a time-delayed, or sequential, manner. New learning algorithms are proposed to speed up slow learning and to partially alleviate the tough credit apportionment problem inherent in any multistep decision.

Original languageEnglish (US)
Title of host publicationUnknown Host Publication Title
PublisherIEEE
Pages6
Number of pages1
StatePublished - 1987

Fingerprint

Data storage equipment
Inference engines
Learning algorithms

All Science Journal Classification (ASJC) codes

  • Engineering(all)

Cite this

Lee, Y. C., Chen, H. H., Sun, G. Z., Lee, H. Y., Maxwell, T., & Giles, C. L. (1987). EXTEND CONNECTIONIST NETWORK MODELS TO DO SEQUENTIAL REASONING. In Unknown Host Publication Title (pp. 6). IEEE.
Lee, Y. C. ; Chen, H. H. ; Sun, G. Z. ; Lee, H. Y. ; Maxwell, Tom ; Giles, C. Lee. / EXTEND CONNECTIONIST NETWORK MODELS TO DO SEQUENTIAL REASONING. Unknown Host Publication Title. IEEE, 1987. pp. 6
@inproceedings{3ba1d95871984389a84e18df915f9824,
title = "EXTEND CONNECTIONIST NETWORK MODELS TO DO SEQUENTIAL REASONING.",
abstract = "Summary form only given, as follows. A neural blackboard architecture is proposed in which a high-order associative memory network serves as a global shared memory for one or more feedforward-type neural inference engines to allow the system to reason in a time-delayed, or sequential, manner. New learning algorithms are proposed to speed up slow learning and to partially alleviate the tough credit apportionment problem inherent in any multistep decision.",
author = "Lee, {Y. C.} and Chen, {H. H.} and Sun, {G. Z.} and Lee, {H. Y.} and Tom Maxwell and Giles, {C. Lee}",
year = "1987",
language = "English (US)",
pages = "6",
booktitle = "Unknown Host Publication Title",
publisher = "IEEE",

}

Lee, YC, Chen, HH, Sun, GZ, Lee, HY, Maxwell, T & Giles, CL 1987, EXTEND CONNECTIONIST NETWORK MODELS TO DO SEQUENTIAL REASONING. in Unknown Host Publication Title. IEEE, pp. 6.

EXTEND CONNECTIONIST NETWORK MODELS TO DO SEQUENTIAL REASONING. / Lee, Y. C.; Chen, H. H.; Sun, G. Z.; Lee, H. Y.; Maxwell, Tom; Giles, C. Lee.

Unknown Host Publication Title. IEEE, 1987. p. 6.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

TY - GEN

T1 - EXTEND CONNECTIONIST NETWORK MODELS TO DO SEQUENTIAL REASONING.

AU - Lee, Y. C.

AU - Chen, H. H.

AU - Sun, G. Z.

AU - Lee, H. Y.

AU - Maxwell, Tom

AU - Giles, C. Lee

PY - 1987

Y1 - 1987

N2 - Summary form only given, as follows. A neural blackboard architecture is proposed in which a high-order associative memory network serves as a global shared memory for one or more feedforward-type neural inference engines to allow the system to reason in a time-delayed, or sequential, manner. New learning algorithms are proposed to speed up slow learning and to partially alleviate the tough credit apportionment problem inherent in any multistep decision.

AB - Summary form only given, as follows. A neural blackboard architecture is proposed in which a high-order associative memory network serves as a global shared memory for one or more feedforward-type neural inference engines to allow the system to reason in a time-delayed, or sequential, manner. New learning algorithms are proposed to speed up slow learning and to partially alleviate the tough credit apportionment problem inherent in any multistep decision.

UR - http://www.scopus.com/inward/record.url?scp=0023538671&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=0023538671&partnerID=8YFLogxK

M3 - Conference contribution

AN - SCOPUS:0023538671

SP - 6

BT - Unknown Host Publication Title

PB - IEEE

ER -

Lee YC, Chen HH, Sun GZ, Lee HY, Maxwell T, Giles CL. EXTEND CONNECTIONIST NETWORK MODELS TO DO SEQUENTIAL REASONING. In Unknown Host Publication Title. IEEE. 1987. p. 6