Balanced synaptic input shapes the correlation between neural spike trains.

PLoS Comput Biol

Program for Neural Computation, Carnegie Mellon University and University of Pittsburgh, Pittsburgh, Pennsylvania, United States of America.

Published: December 2011

AI Article Synopsis

  • The study investigates how stimulus properties, attention, and behavioral context affect the correlation of spike times in neuron pairs, noting that the underlying mechanisms are not well understood.
  • A combined theoretical and experimental approach reveals that the rate of excitatory and inhibitory synaptic input influences the correlation's magnitude and timescale, with high input rates leading to spike time synchrony and low input rates resulting in longer timescale correlations.
  • The research highlights the importance of understanding neural modulation not just at the level of individual neurons, but also in how it impacts population activity across different brain states.

Article Abstract

Stimulus properties, attention, and behavioral context influence correlations between the spike times produced by a pair of neurons. However, the biophysical mechanisms that modulate these correlations are poorly understood. With a combined theoretical and experimental approach, we show that the rate of balanced excitatory and inhibitory synaptic input modulates the magnitude and timescale of pairwise spike train correlation. High rate synaptic inputs promote spike time synchrony rather than long timescale spike rate correlations, while low rate synaptic inputs produce opposite results. This correlation shaping is due to a combination of enhanced high frequency input transfer and reduced firing rate gain in the high input rate state compared to the low state. Our study extends neural modulation from single neuron responses to population activity, a necessary step in understanding how the dynamics and processing of neural activity change across distinct brain states.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3245294PMC
http://dx.doi.org/10.1371/journal.pcbi.1002305DOI Listing

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