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  4. A New Approach towards Vision Suggested by Biologically Realistic Neural Microcircuit Models
 
conference paper

A New Approach towards Vision Suggested by Biologically Realistic Neural Microcircuit Models

Maass, W.
•
Legenstein, R. A.
•
Markram, H.  
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2002
Biologically Motivated Computer Vision
Second International Workshop, BMCV 2002

We propose an alternative paradigm for processing time-varying visual inputs, in particular for tasks involving temporal and spatial integration, which is inspired by hypotheses about the computational role of cortical microcircuits. Since detailed knowledge about the precise structure of the microcircuit is not needed for that, it can in principle also be implemented with partially unknown or faulty analog hardware. In addition, this approach supports parallel realtime processing of time-varying visual inputs for diverse tasks, since different readouts can be trained to extract concurrently from the same microcircuit completely different information components

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Type
conference paper
DOI
10.1007/3-540-36181-2_28
Web of Science ID

WOS:000181471800028

Author(s)
Maass, W.
Legenstein, R. A.
Markram, H.  
Buelthoff, H. H.
Lee, S. W.
Poggio, T. A.
Wallraven, C.
Date Issued

2002

Publisher

Springer

Publisher place

Berlin

Published in
Biologically Motivated Computer Vision
Series title/Series vol.

Lecture Notes in Computer Science; 2525

Start page

282

End page

293

Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
LNMC  
Event nameEvent placeEvent date
Second International Workshop, BMCV 2002

Tübingen, Germany

November 22-24, 2002

Available on Infoscience
February 27, 2008
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/19315
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