<p>Activity in a network of binary inhibitory neurons with synaptic amplitudes . Each neuron receives randomly drawn inputs (fixed in-degree) with . <b>A</b> Population averaged activity. Numerical solution of mean field <a href="http://www.ploscompbiol.org/article/info:doi/10.1371/journal.pcbi.1003428#pcbi.1003428.e150" target="_blank">equation (7)</a> (solid horizontal line). <b>B</b> Cross covariance between inhibitory neurons. Theoretical result (32) shown as dot. St. Andrew's Cross indicates the leading order term . <b>C</b> Correlation between the input currents to a pair of excitatory neurons. The black curve is the contribution due to pairwise correlations , the gray curve is the contribution of shared input . The dot symbols show...
Correlations in neural activity can severely impair the processing of information in neural networks...
<p><b>A.</b> Example statistics of inhibitory vs. excitatory currents to three example neurons durin...
Correlated neural activity is a known feature of the brain [2] and evidence increases that it is clo...
<p>Number of synaptic inputs binomially distributed as , with connection probability . <b>A</b> Pop...
<p>Each neuron in population receives randomly drawn excitatory inputs with weight , randomly dra...
Correlations in spike-train ensembles can seriously impair the encoding of information by their spat...
<p><b>A</b>: Spike-train variances (black) and (gray) of excitatory and inhibitory neurons. <b>B</...
<p><b>A</b> Auto-covariance of the mean activity of one of the excitatory populations (black). Cross...
<p>(<b>A</b>) A comparison of numerically obtained excitatory-inhibitory cross-correlations to the a...
<p>(A) Distribution of correlation coefficients for pairs of neurons in the network. For the example...
<div><p>Novel experimental techniques reveal the simultaneous activity of larger and larger numbers ...
Novel experimental techniques reveal the simultaneous activity of larger and larger numbers of neuro...
Correlated neuronal activity is a natural consequence of network connectivity and shared inputs to p...
<p>A) Threshold-quadratic input-rate transfer function. B,C) Raster plots of 6 second realizations o...
<p><b>A</b>. Transition from mean-driven to fluctuation-driven firing regimes when the rate of the i...
Correlations in neural activity can severely impair the processing of information in neural networks...
<p><b>A.</b> Example statistics of inhibitory vs. excitatory currents to three example neurons durin...
Correlated neural activity is a known feature of the brain [2] and evidence increases that it is clo...
<p>Number of synaptic inputs binomially distributed as , with connection probability . <b>A</b> Pop...
<p>Each neuron in population receives randomly drawn excitatory inputs with weight , randomly dra...
Correlations in spike-train ensembles can seriously impair the encoding of information by their spat...
<p><b>A</b>: Spike-train variances (black) and (gray) of excitatory and inhibitory neurons. <b>B</...
<p><b>A</b> Auto-covariance of the mean activity of one of the excitatory populations (black). Cross...
<p>(<b>A</b>) A comparison of numerically obtained excitatory-inhibitory cross-correlations to the a...
<p>(A) Distribution of correlation coefficients for pairs of neurons in the network. For the example...
<div><p>Novel experimental techniques reveal the simultaneous activity of larger and larger numbers ...
Novel experimental techniques reveal the simultaneous activity of larger and larger numbers of neuro...
Correlated neuronal activity is a natural consequence of network connectivity and shared inputs to p...
<p>A) Threshold-quadratic input-rate transfer function. B,C) Raster plots of 6 second realizations o...
<p><b>A</b>. Transition from mean-driven to fluctuation-driven firing regimes when the rate of the i...
Correlations in neural activity can severely impair the processing of information in neural networks...
<p><b>A.</b> Example statistics of inhibitory vs. excitatory currents to three example neurons durin...
Correlated neural activity is a known feature of the brain [2] and evidence increases that it is clo...