---
abstract: 'A simple variation of the standard biased competition model is shown, via some trivial mathematical manipulations, to be identical to predictive coding. Specifically, it is shown that a particular implementation of the biased competition model, in which nodes compete via inhibition that targets the inputs to a cortical region, is mathematically equivalent to the linear predictive coding model. This observation demonstrates that these two important and influential rival theories of cortical function are minor variations on the same underlying mathematical model.'
altloc:
  - http://www.frontiersin.org/computationalneuroscience/paper/10.3389/neuro.10/004.2008/
chapter: ~
commentary: ~
commref: ~
confdates: ~
conference: ~
confloc: ~
contact_email: ~
creators_id: []
creators_name:
  - family: Spratling
    given: Michael W
    honourific: ''
    lineage: ''
date: 2008
date_type: published
datestamp: 2009-02-13 01:12:14
department: ~
dir: disk0/00/00/63/53
edit_lock_since: ~
edit_lock_until: ~
edit_lock_user: ~
editors_id: []
editors_name: []
eprint_status: archive
eprintid: 6353
fileinfo: /style/images/fileicons/application_pdf.png;/6353/1/pc_equals_bc.pdf
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: neural networks; cortical circuits; cortical feedback; biased competition; predictive coding
lastmod: 2011-03-11 08:57:19
latitude: ~
longitude: ~
metadata_visibility: show
note: ~
number: 4
pagerange: ~
pubdom: TRUE
publication: Frontiers in Computational Neuroscience
publisher: ~
refereed: TRUE
referencetext: ~
relation_type: []
relation_uri: []
reportno: ~
rev_number: 27
series: ~
source: ~
status_changed: 2009-02-13 01:12:14
subjects:
  - neuro-mod
  - comp-neuro-sci
  - percep-cog-psy
  - comp-sci-neural-nets
succeeds: ~
suggestions: ~
sword_depositor: ~
sword_slug: ~
thesistype: ~
title: Reconciling Predictive Coding and Biased Competition Models of Cortical Function
type: journale
userid: 1040
volume: 2
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