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  4. The dynamical response properties of neocortical neurons to temporally modulated noisy inputs in vitro
 
research article

The dynamical response properties of neocortical neurons to temporally modulated noisy inputs in vitro

Koendgen, Harold
•
Giesler, Caroline
•
Fusi, Stefano
Show more
2008
Cerebral Cortex

Cortical neurons are often classified by current-frequency relationship. Such a static description is inadequate to interpret neuronal responses to time-varying stimuli. Theoretical studies suggested that single-cell dynamical response properties are necessary to interpret ensemble responses to fast input transients. Further, it was shown that input-noise linearizes and boosts the response bandwidth, and that the interplay between the barrage of noisy synaptic currents and the spike-initiation mechanisms determine the dynamical properties of the firing rate. To test these model predictions, we estimated the linear response properties of layer 5 pyramidal cells by injecting a superposition of a small-amplitude sinusoidal wave and a background noise. We characterized the evoked firing probability across many stimulation trials and a range of oscillation frequencies (1-1000 Hz), quantifying response amplitude and phase-shift while changing noise statistics. We found that neurons track unexpectedly fast transients, as their response amplitude has no attenuation up to 200 Hz. This cut-off frequency is higher than the limits set by passive membrane properties (similar to 50 Hz) and average firing rate (similar to 20 Hz) and is not affected by the rate of change of the input. Finally, above 200 Hz, the response amplitude decays as a power-law with an exponent that is independent of voltage fluctuations induced by the background noise.

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Type
research article
DOI
10.1093/cercor/bhm235
Web of Science ID

WOS:000259144800012

Author(s)
Koendgen, Harold
Giesler, Caroline
Fusi, Stefano
Wang, Xiao-Jing
Luescher, Hans-Rudolf
Giugliano, Michele
Date Issued

2008

Publisher

Oxford University Press

Published in
Cerebral Cortex
Volume

18

Start page

2086

End page

2097

Subjects

dynamics

•

frequency response

•

noise

•

oscillations

•

pyramidal cell

•

somatosensory cortex

•

Medial Vestibular Nucleus

•

Fast Network Oscillations

•

Retinal Ganglion-Cells

•

White-Noise

•

Pyramidal Neurons

•

Cortical-Neurons

•

Firing-Rate

•

Spiking Neurons

•

Visual-Cortex

•

Frequency-Response

Note

National Licences

Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
BMI  
Available on Infoscience
November 30, 2010
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/61055
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