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research article

Reconstruction and Simulation of Neocortical Microcircuitry

Markram, Henry  
•
Muller, Eilif
•
Ramaswamy, Srikanth
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2015
Cell

We present a first-draft digital reconstruction of the microcircuitry of somatosensory cortex of juvenile rat. The reconstruction uses cellular and synaptic organizing principles to algorithmically reconstruct detailed anatomy and physiology from sparse experimental data. An objective anatomical method defines a neocortical volume of 0.29 +/- 0.01 mm(3) containing similar to 31,000 neurons, and patch-clamp studies identify 55 layer-specific morphological and 207 morphoelectrical neuron subtypes. When digitally reconstructed neurons are positioned in the volume and synapse formation is restricted to biological bouton densities and numbers of synapses per connection, their overlapping arbors form similar to 8 million connections with similar to 37 million synapses. Simulations reproduce an array of in vitro and in vivo experiments without parameter tuning. Additionally, we find a spectrum of network states with a sharp transition from synchronous to asynchronous activity, modulated by physiological mechanisms. The spectrum of network states, dynamically reconfigured around this transition, supports diverse information processing strategies.

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Type
research article
DOI
10.1016/j.cell.2015.09.029
Web of Science ID

WOS:000362952700021

Author(s)
Markram, Henry  
Muller, Eilif
Ramaswamy, Srikanth
Reimann, Michael W.  
Abdellah, Marwan  
Sanchez, Carlos Aguado
Ailamaki, Anastasia  
Alonso-Nanclares, Lidia
Antille, Nicolas
Arsever, Selim
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Date Issued

2015

Publisher

Elsevier

Published in
Cell
Volume

163

Issue

2

Start page

456

End page

492

Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
DIAS  
BBP-CORE  
GR-FSCH  
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/121104
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