diff --git a/programming/exercises/psths.m b/programming/exercises/psths.m index 4b47850..2decc04 100644 --- a/programming/exercises/psths.m +++ b/programming/exercises/psths.m @@ -24,6 +24,7 @@ ylabel('firing rate [Hz]') ylim([0 300]) xlim([0 1]) title('instanataneous firing rate') +saveas(fig, 'isi.pdf','pdf') %% create PSTH using the binning method bin_width = 0.0125; % s @@ -49,7 +50,7 @@ xlim([0 1]) xlabel('time [s]') ylabel('firing rate [Hz]') title('binning method') - +saveas(fig, 'binning.pdf', 'pdf') %% create PSTH using the kernel-convolution method kernel_width = 0.0125; %s binary_spikes = zeros(size(times,2), round(max_time*sample_rate)); diff --git a/programming/lectures/images/binning.pdf b/programming/lectures/images/binning.pdf new file mode 100644 index 0000000..2e85541 Binary files /dev/null and b/programming/lectures/images/binning.pdf differ diff --git a/programming/lectures/images/conv.pdf b/programming/lectures/images/conv.pdf new file mode 100644 index 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Spiketrain Analyse I} \end{frame} + \begin{frame} \frametitle{Spiketrain Analyse I} \framesubtitle{Rasterplot} @@ -195,18 +253,18 @@ \centering \includegraphics[width=0.375\columnwidth]{images/rasterplot} \end{figure} - Wof\"ur eignet sich ein solcher Rasterplot (auch \textit{dotdisplay} genannt)? \end{frame} + \begin{frame} \frametitle{Spiketrain Analyse I} \framesubtitle{Rasterplot} \"Ubung: \begin{enumerate} - \item Ladet die Datei: spike\_times.mat aus dem Ilias Ordner + \item Ladet die Datei: electrorecptor\_spike\_times.mat aus dem Ilias Ordner. + \item Der Datensatz enth\"alt die Zeiten von Aktionspotentialen. \item Schaut euch den Inhalt und skizziert wie das Problem gel\"ost werden k\"onnte. \item Erzeugt einen Rasterplot. - \item Der sch\"onste wird pr\"amiert. \end{enumerate} \end{frame} @@ -221,7 +279,7 @@ \end{enumerate} \begin{figure} \centering - \includegraphics[width=0.75\columnwidth]{images/isi} + \includegraphics[width=0.5\columnwidth]{images/isi} \end{figure} \end{frame} @@ -238,40 +296,59 @@ \end{enumerate}\pause \begin{figure} \centering - \includegraphics[width=0.75\columnwidth]{images/binning} + \includegraphics[width=0.5\columnwidth]{images/binning} \end{figure} \end{frame} -\begin{frame} +\begin{frame}[fragile] \frametitle{Spiketrain Analyse I} \framesubtitle{Feuerrate \"uber die Zeit} \begin{enumerate} \item Z.B. das \textbf{P}eri- \textbf{S}timulus - \textbf{T}ime - \textbf{H}istogram, \textbf{PSTH} \item Wird berechnet indem man die Aktivit\"at bin\"ar ausdr\"uckt. - \item Jede 1 wird dann duch einen bestimmten ``Kern'' ersetzt. - \item Der Vorgagn heisst Verfaltung (convolution). + \item Jede 1 wird dann duch einen ``Kern'' ersetzt. + \item Der Vorgang heisst Faltung (\verb+conv+). \end{enumerate}\pause \begin{figure} \centering - \includegraphics[width=0.75\columnwidth]{images/convolution} + \includegraphics[width=0.5\columnwidth]{images/conv} \end{figure} \end{frame} \begin{frame} [fragile] - \frametitle{Graphische Darstellung von Daten} + \frametitle{Spiketrain Analyse I} \framesubtitle{\"Ubung} \begin{enumerate} - \item Nehmt euch einen beliebigen Datenplot vor und macht ihn \textbf{sch\"on}. + \item Berechnet die Feuerrate eines Neurons mit einer der drei Methoden. \item Die Abbildung soll f\"ur eine einspaltige Abbildung im \textit{Journal of Neuroscience} geeignet sein (\url{http://www.jneurosci.org/site/misc/ifa_illustrations.xhtml}). \item Erzeugt/ver\"andert/erweitert das Programm zum plotten so, dass die Abbildung automatisch erstellt und gespeichert wird. \item Speichert die Abbildung als pdf. + \item Ladet den Stimulus aus dem Ilias Ordner und benutzt die + \verb+subplot+ Funktion um den Stimulus zu der neuronalen + Aktivit\"at zu plotten. \end{enumerate} \end{frame} +\begin{frame}[fragile] + \frametitle{Spiketrain Analyse} + \framesubtitle{Spike-Triggered-Average} + \begin{enumerate} + \item Der \textbf{STA} ist der mittlere Stimulus, der zu einem Aktionspotential f\"uhrt. + \item F\"ur jeden Spike wird ein entsprechender Abschnitt um die Zeit des Spikes herausgeschnitten. + \item Die einzelen Stimulussegmente werden gemittelt. + \end{enumerate}\pause + \begin{figure} + \centering + \includegraphics[width=0.5\columnwidth]{images/sta} + \end{figure} +\end{frame} + + + \end{document}