---
abstract: |
The presence of a large number of inhibitory contacts at the soma and axon
initial segment of cortical pyramidal cells has inspired a large and influential
class of neural network model which use post-integration lateral inhibition as a
mechanism for competition between nodes. However, inhibitory synapses also
target the dendrites of pyramidal cells. The role of this dendritic inhibition
in competition between neurons has not previously been addressed. We
demonstrate, using a simple computational model, that such pre-integration
lateral inhibition provides networks of neurons with useful representational and
computational properties which are not provided by post-integration
inhibition.
altloc: []
chapter: ~
commentary: ~
commref: ~
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confloc: ~
contact_email: ~
creators_id: []
creators_name:
- family: Spratling
given: M. W
honourific: ''
lineage: ''
- family: ' Johnson'
given: M. H.
honourific: ''
lineage: ''
date: 2001
date_type: published
datestamp: 2002-08-08
department: ~
dir: disk0/00/00/23/79
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edit_lock_user: ~
editors_id: []
editors_name: []
eprint_status: archive
eprintid: 2379
fileinfo: /style/images/fileicons/application_pdf.png;/2379/1/cereb_cort.pdf
full_text_status: public
importid: ~
institution: ~
isbn: ~
ispublished: pub
issn: ~
item_issues_comment: []
item_issues_count: 0
item_issues_description: []
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item_issues_resolved_by: []
item_issues_status: []
item_issues_timestamp: []
item_issues_type: []
keywords: ~
lastmod: 2011-03-11 08:54:58
latitude: ~
longitude: ~
metadata_visibility: show
note: ~
number: 12
pagerange: 1144-1149
pubdom: FALSE
publication: Cerebral Cortex
publisher: ~
refereed: TRUE
referencetext: ~
relation_type: []
relation_uri: []
reportno: ~
rev_number: 12
series: ~
source: ~
status_changed: 2007-09-12 16:44:29
subjects:
- neuro-mod
- comp-neuro-sci
- comp-sci-neural-nets
succeeds: ~
suggestions: ~
sword_depositor: ~
sword_slug: ~
thesistype: ~
title: Dendritic inhibition enhances neural coding properties.
type: journalp
userid: 1040
volume: 11