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Applications of PGA to experimental data sets of simultaneously recorded spike trains are described in a companion paper (Tetko IV, Villa AEP.
This paper presents a visualization technique specifically designed to support the analysis of synchronous firings in multiple, simultaneously recorded, spike trains.
The significance of coincident events observed in simultaneously recorded spike trains is estimated on the basis of the same spike trains, however recombined to sets of non-corresponding trials ('trial shuffling').
The process was then reset to (x_{0}) and started again, while the stimulus continued without any interruption, and the previously recorded spike times entered in the calculation of the post-spike currents.
Because many hate crimes rely on self-reporting by the victims, a recorded spike in hate crimes or incidents could also indicate that more people are feeling empowered to come forward and report incidents.
The recorded spike activities from CA1 neurons were processed in a manner as described previously [39].
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The phase polarity of fast-spiking cells was less well expressed and k showed smaller values for all recorded spikes, compared with slow-spiking units (Fig. 5A and G, left).
Ten years later, Nasa's Curiosity rover recorded spikes in methane levels on the Martian surface, pointing to localised sources of the gas.
Firing-rate modulations are masked by neural noise, which hampers their unambiguous estimation form recorded spike-trains [18].
In particular, λ1 is the maximum variance of any weighted-combination of the recorded spike-counts with a unit norm weight vector.
Since the principal components in this application are weighted sums of the recorded spike-counts they may be referred to as "principal-neurons".
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