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--- abstract: 'At root, the systematicity debate over classical versus connectionist explanations for cognitive architecture turns on quantifying the degree to which human cognition is systematic. We introduce into the debate recent psychological data that provides strong support for the purely structure-based generalizations claimed by Fodor and Pylyshyn (1988). We then show, via simulation, that two widely used connectionist models (feedforward and simple recurrent networks) do not capture the same degree of generalization as human subjects. However, we show that this limitation is overcome by tensor networks that support relational processing.' altloc: - http://www.etl.go.jp/etl/ninchi/stevep/www/papers/systempsych.ps chapter: ~ commentary: ~ commref: ~ confdates: August 7-10 conference: Proceedings of the Nineteenth Annual Conference of the Cognitive Science Society confloc: 'Stanford University, California' contact_email: ~ creators_id: [] creators_name: - family: Phillips given: S. honourific: '' lineage: '' - family: Halford given: G. S. honourific: '' lineage: '' date: 1997 date_type: published datestamp: 1998-12-09 department: ~ dir: disk0/00/00/07/63 edit_lock_since: ~ edit_lock_until: ~ edit_lock_user: ~ editors_id: [] editors_name: - family: Shafto given: M. G. honourific: '' lineage: '' - family: Langley given: P. honourific: '' lineage: '' eprint_status: archive eprintid: 763 fileinfo: /style/images/fileicons/application_postscript.png;/763/2/systempsych.ps full_text_status: public importid: ~ institution: ~ isbn: ~ ispublished: pub issn: ~ item_issues_comment: [] item_issues_count: 0 item_issues_description: [] item_issues_id: [] item_issues_reported_by: [] item_issues_resolved_by: [] item_issues_status: [] item_issues_timestamp: [] item_issues_type: [] keywords: 'systematicity, connectionism, classicism, relational schema, feedforward network, recurrent network, learning transfer, schema induction' lastmod: 2011-03-11 08:54:16 latitude: ~ longitude: ~ metadata_visibility: show note: ~ number: ~ pagerange: 614-619 pubdom: FALSE publication: ~ publisher: 'Lawrence Erlbaum Associates, Marwah, New Jersey' refereed: FALSE referencetext: ~ relation_type: [] relation_uri: [] reportno: ~ rev_number: 10 series: ~ source: ~ status_changed: 2007-09-12 16:34:07 subjects: - cog-psy - comp-sci-neural-nets - phil-mind succeeds: ~ suggestions: ~ sword_depositor: ~ sword_slug: ~ thesistype: ~ title: 'Systematicity: Psychological evidence with connectionist implications' type: confpaper userid: 470 volume: ~