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research article

Theory and Simulation in Neuroscience

Gerstner, Wulfram  
•
Sprekeler, Henning  
•
Deco, Gustavo
2012
Science

Modeling work in neuroscience can be classified using two different criteria. The first one is the complexity of the model, ranging from simplified conceptual models that are amenable to mathematical analysis to detailed models that require simulations in order to understand their properties. The second criterion is that of direction of workflow, which can be from microscopic to macroscopic scales (bottom-up) or from behavioral target functions to properties of components (top-down). We review the interaction of theory and simulation using examples of top-down and bottom-up studies and point to some current developments in the fields of computational and theoretical neuroscience.

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Type
research article
DOI
10.1126/science.1227356
Web of Science ID

WOS:000309457400051

Author(s)
Gerstner, Wulfram  
Sprekeler, Henning  
Deco, Gustavo
Date Issued

2012

Publisher

American Association for the Advancement of Science

Published in
Science
Volume

338

Start page

60

End page

65

URL

URL

http://www.sciencemag.org/content/338/6103/60.full.pdf
Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
LCN  
Available on Infoscience
October 5, 2012
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/85984
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