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Computational subunits in thin dendrites of pyramidal cells

Polsky, Aloan and Mel, Bartlett W. and Schiller, Jackie (2004) Computational subunits in thin dendrites of pyramidal cells. In: 11th Joint Symposium on Neural Computation, 15 May 2004, University of Southern California. (Unpublished) http://resolver.caltech.edu/CaltechJSNC:2004.poster021

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Abstract

The thin basal and oblique dendrites of cortical pyramidal neurons receive most of the cells' synaptic input, but their integrative properties remain uncertain. Previous studies have most often reported global linear or sublinear summation. An alternative view,supported by biophysical modeling studies, holds that thin dendrites provide a layer of independent computational 'subunits' that sigmoidally modulate their inputs prior to global summation. To distinguish these possibilities, we combined confocal imaging and dual-site focal synaptic stimulation of identified thin dendrites in rat neocortical pyramidal neurons. We found that nearby inputs on the same branch summed sigmoidally, whereas widely separated inputs or inputs to different branches summed linearly. This strong spatial compartmentalization effect is incompatible with a global summation rule and provides the first experimental support for a two-layer "neural network" [The quotes are left in to refer to a standard architecture in the artificial neural network field] model of pyramidal neuron thin-branch integration. Our findings could have important implications for the computing and memory-related functions of cortical tissue.


Item Type:Conference or Workshop Item (Poster)
Additional Information:Poster not submitted
Record Number:CaltechJSNC:2004.poster021
Persistent URL:http://resolver.caltech.edu/CaltechJSNC:2004.poster021
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Usage Policy:You are granted permission for individual, educational, research and non-commercial reproduction, distribution, display and performance of this work in any format
ID Code:21
Collection:CaltechCONF
Deposited By: Imported from CaltechJSNC
Deposited On:08 Jul 2004
Last Modified:26 Dec 2012 07:09

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