This site has been permanently archived. This is a static copy provided by the University of Southampton.
--- abstract: Nonlinear dendritic processing appears to be a feature of biological neurons and would also be of use in many applications of artificial neural networks. This paper presents a model of an initially standard linear unit which uses unsupervised learning to find clusters of inputs within which inactivity at one synapse can occlude the activity at the other synapses. altloc: [] chapter: ~ commentary: ~ commref: ~ confdates: ~ conference: ~ confloc: ~ contact_email: ~ creators_id: [] creators_name: - family: Spratling given: Michael honourific: '' lineage: '' - family: Hayes given: Gillian honourific: '' lineage: '' date: 2000 date_type: published datestamp: 2000-11-15 department: ~ dir: disk0/00/00/11/09 edit_lock_since: ~ edit_lock_until: ~ edit_lock_user: ~ editors_id: [] editors_name: [] eprint_status: archive eprintid: 1109 fileinfo: /style/images/fileicons/application_postscript.png;/1109/2/sigma_pi.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: ~ lastmod: 2011-03-11 08:54:27 latitude: ~ longitude: ~ metadata_visibility: show note: ~ number: 1 pagerange: 17-27 pubdom: FALSE publication: Neural Processing Letters publisher: ~ refereed: TRUE referencetext: ~ relation_type: [] relation_uri: [] reportno: ~ rev_number: 10 series: ~ source: ~ status_changed: 2007-09-12 16:36:30 subjects: - comp-sci-neural-nets - neuro-mod succeeds: ~ suggestions: ~ sword_depositor: ~ sword_slug: ~ thesistype: ~ title: Learning synaptic clusters for non-linear dendritic processing type: journalp userid: 1040 volume: 11