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After DigitalComputation as Done by Brains and Machines$
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James A. Anderson

Print publication date: 2017

Print ISBN-13: 9780199357789

Published to Oxford Scholarship Online: February 2018

DOI: 10.1093/acprof:oso/9780199357789.001.0001

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Cerebral Cortex

Cerebral Cortex

Columns and Collaterals

Chapter:
(p.173) Chapter 11 Cerebral Cortex
Source:
After Digital
Author(s):

James A. Anderson

Publisher:
Oxford University Press
DOI:10.1093/acprof:oso/9780199357789.003.0011

There is important local processing in cortex as well as the more dramatic massive projections back and forth between cortical regions. Using short, slow, local connections eliminates many long, expensive, fast interregional connections. Cortical pyramidal cells connect to neighbors over several millimeters in the form of patchy connections. Connections are often reciprocal between patches. Groups of cells called cortical columns are ubiquitous in cortex and seem to be fundamental architectural units. A functional column is perhaps .3 mm in diameter containing perhaps 10,000 cells. Intrinsic imaging studies of columns in inferotemporal cortex show they respond selectively to complex aspects of images. A small number of columns respond to a complex object. In inferotemporal cortex, these responses might be “words” in a language of vision. There is evidence for scaling of computation from single units to cortical regions. Understanding the function of such ensembles is the future.

Keywords:   local processing, pyramidal cells, recurrent collaterals, cortical columns, sparse representations, scaling

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