[pointprocesses] minor language fixes
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@ -15,8 +15,8 @@ series of spike times, which are termed \enterm{spiketrains}. If
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measurements are repeated we get several \enterm{trials} of
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measurements are repeated we get several \enterm{trials} of
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spiketrains (\figref{rasterexamplesfig}).
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spiketrains (\figref{rasterexamplesfig}).
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Spiketrains are times of events, the action potentials. The analysis
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Spiketrains are times of events, the action potentials. Analyzing
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of these leads into the realm of the so called \entermde[point
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spike trains leads into the realm of the so called \entermde[point
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process]{Punktprozess}{point processes}.
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process]{Punktprozess}{point processes}.
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\begin{figure}[ht]
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\begin{figure}[ht]
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@ -25,11 +25,11 @@ of these leads into the realm of the so called \entermde[point
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ten trials of data illustrating the times of the action
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ten trials of data illustrating the times of the action
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potentials. Each vertical dash illustrates the time at which an
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potentials. Each vertical dash illustrates the time at which an
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action potential was observed. Each line displays the events of
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action potential was observed. Each line displays the events of
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one trial. Shown is a stationary point process (left, homogeneous
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one trial. Shown is a stationary point process (homogeneous point
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point process with a rate $\lambda=20$\;Hz, left) and an
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process with a rate $\lambda=20$\;Hz, left) and an non-stationary
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non-stationary point process (right, perfect integrate-and-fire
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point process (perfect integrate-and-fire neuron driven by
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neuron dirven by Ohrnstein-Uhlenbeck noise with a time-constant
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Ohrnstein-Uhlenbeck noise with a time-constant $\tau=100$\,ms,
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$\tau=100$\,ms, right).}
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right).}
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\end{figure}
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\end{figure}
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@ -46,7 +46,7 @@ of these leads into the realm of the so called \entermde[point
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\item Earthquake: defined by the dynamics of the pressure between
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\item Earthquake: defined by the dynamics of the pressure between
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tectonical plates.
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tectonical plates.
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\item Communication calls in crickets/frogs/birds: shaped by
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\item Communication calls in crickets/frogs/birds: shaped by
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the dynamics of the nervous system and the muscle appartus.
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the dynamics of the nervous system and the muscle apparatus.
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\end{itemize}
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\end{itemize}
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\end{ibox}
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\end{ibox}
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@ -333,10 +333,8 @@ How the firing rate $r(t)$ changes over time is the most important
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measure, when analyzing non-stationary spike trains. The unit of the
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measure, when analyzing non-stationary spike trains. The unit of the
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firing rate is Hertz, i.e. the number of action potentials per
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firing rate is Hertz, i.e. the number of action potentials per
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second. There are different ways to estimate the firing rate and three
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second. There are different ways to estimate the firing rate and three
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of these methods are illustrated in \figref{psthfig}. All of
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of these are illustrated in \figref{psthfig}. All have their own
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these have their own justifications and pros- and cons. In the
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justifications, their pros- and cons.
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following we will discuss these methods more
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closely.
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\begin{figure}[tp]
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\begin{figure}[tp]
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\includegraphics[width=\columnwidth]{firingrates}
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\includegraphics[width=\columnwidth]{firingrates}
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