Publication:
Robustness of tensor product networks using distributed representations

dc.contributor.author Wilson, William Hulme en_US
dc.contributor.author Halford, Graeme S en_US
dc.date.accessioned 2021-11-25T13:11:23Z
dc.date.available 2021-11-25T13:11:23Z
dc.date.issued 1998 en_US
dc.description.abstract This paper describes experiments on on the robustness of tensor product networks using distributed representations, for recall tasks. The results of the experiments indicate, among other things, that the degree of robustness increases with the number of binding units and decreases with the fraction of the space of possible facts that have been taught to the network. Mean recall scores decrease linearly with the proportion of binding units inactivated, and recall score variance depends linearly on number of binding units and on number of facts taught to the network. en_US
dc.identifier.isbn 1-86499-026-0 en_US
dc.identifier.uri http://hdl.handle.net/1959.4/11540
dc.language English
dc.language.iso EN en_US
dc.publisher University of Queensland en_US
dc.rights CC BY-NC-ND 3.0 en_US
dc.rights.uri https://creativecommons.org/licenses/by-nc-nd/3.0/au/ en_US
dc.source Legacy MARC en_US
dc.subject.other tensor product networks en_US
dc.subject.other distributed representations en_US
dc.subject.other Neural Networks, Genetic Algorithms and Fuzzy Logic (280212) en_US
dc.title Robustness of tensor product networks using distributed representations en_US
dc.type Conference Paper en
dcterms.accessRights open access
dspace.entity.type Publication en_US
unsw.accessRights.uri https://purl.org/coar/access_right/c_abf2
unsw.identifier.doi https://doi.org/10.26190/unsworks/443
unsw.publisher.place Brisbane, Australia en_US
unsw.relation.faculty Other UNSW
unsw.relation.ispartofconferenceLocation Brisbane, Australia en_US
unsw.relation.ispartofconferenceName Australian Conference on Neural Networks en_US
unsw.relation.ispartofconferenceProceedingsTitle Proceedings of the Ninth Australian Conference on Neural Networks en_US
unsw.relation.ispartofconferenceYear 1998 en_US
unsw.relation.ispartofpagefrompageto 47-51 en_US
unsw.relation.originalPublicationAffiliation Wilson, William Hulme, UNSW en_US
unsw.relation.originalPublicationAffiliation Halford, Graeme S, University of Queensland en_US
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