Spike-train communities: finding groups of similar spike trains

MD Humphries - Journal of Neuroscience, 2011 - Soc Neuroscience
… Across multiple neurons, similar spike trains indicate potential cell assemblies. As … each
pair of spike trains is computed. For all N spike trains, we compare all N(N − 1)/2 unique pairs, …

Neuronal spike trains and stochastic point processes: II. Simultaneous spike trains

DH Perkel, GL Gerstein, GP Moore - Biophysical journal, 1967 - cell.com
… TWO SIMULTANEOUS SPIKE TRAINS The Problem ofFunctional … of spike trains recorded
simultaneouslyfrom several neurons, the spike trains are ordinarily compared by pairs.' The …

Neuronal spike trains and stochastic point processes: I. The single spike train

DH Perkel, GL Gerstein, GP Moore - Biophysical journal, 1967 - cell.com
… between spikes. The statistical techniques available for the analysis of single spike trains
are … For single stationary spike trains, several orders of complexity of statistical treatment are …

[PDF][PDF] Principles of spike train analysis

F Gabbiani, C Koch - Methods in neuronal modeling, 1998 - Citeseer
… in spike trains of certain simplified single cell models, in particular integrate–and–fire neurons
and Poisson spike train … but varying the stimulus to obtain different (N,V ) pairs. If, as a …

Correlation between neural spike trains increases with firing rate

J De La Rocha, B Doiron, E Shea-Brown, K Josić… - Nature, 2007 - nature.com
… the spike train correlation coefficient of unconnected pairs of in vitro cortical neurons receiving
… Notably, even when the input correlation remained fixed, the spike train output correlation …

Decoding neuronal spike trains: how important are correlations?

S Nirenberg, PE Latham - Proceedings of the National …, 2003 - National Acad Sciences
… presence of spikes at other times. These correlations exist not just within spike trains but
across them as well, with the most common example being synchronous spikes across pairs of …

Detecting dependencies between spike trains of pairs of neurons through copulas

L Sacerdote, M Tamborrino, C Zucca - Brain research, 2012 - Elsevier
pairs of spike trains, we need to define how to extract a sample of two-dimensional rvs,
representative of the dependencies between the spike trains… and pairs of spike trains simulated …

Generating spike trains with specified correlation coefficients

JH Macke, P Berens, AS Ecker, AS Tolias… - Neural …, 2009 - direct.mit.edu
… with firing rates equally spaced on [0.15, 0.20] and constant pairwise covariance 0.01
between each pair of neurons. We calculated the probabilities of each of the possible 2 10 binary …

Spike train metrics

JD Victor - Current opinion in neurobiology, 2005 - Elsevier
… [q,k] to characterize the coding of spatial phase across pairs of V1 neurons, isolated using
tetrodes (four-element microelectrodes) [17]. Dependence of information estimates on q …

Statistical properties of neuronal spike trains in the substantia nigra: cell types and their interactions

CJ Wilson, SJ Young, PM Groves - Brain research, 1977 - Elsevier
pair was recorded in which each of the neurons exhibited a strong 0.6 second rhythmicity.
The cross-correlation of these neurons … Two pairs of spike trains consisting of one IPT and one …