[projects] fixed noiseficurves

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2021-01-31 21:29:46 +01:00
parent d6b0eba65a
commit 18dc6c0002
3 changed files with 66 additions and 56 deletions

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\newcommand{\ptitle}{Orientation tuning}
\input{../header.tex}
\firstpagefooter{Supervisor: Jan Benda}{phone: 29 74573}%
\firstpagefooter{Supervisor: Jan Benda}{}%
{email: jan.benda@uni-tuebingen.de}
\begin{document}
\input{../instructions.tex}
%%%%%%%%%%%%%% Questions %%%%%%%%%%%%%%%%%%%%%%%%%
In the visual cortex V1 orientation sensitive neurons respond to bars
in dependence on their orientation. In this project we explore the
question:
How is the orientation of a bar encoded by the activity of a
population of orientation sensitive neurons?
\begin{questions}
\question In the visual cortex V1 orientation sensitive neurons
respond to bars in dependence on their orientation. In this project
we explore the question:
How is the orientation of a bar encoded by the activity of a
population of orientation sensitive neurons?
\question Orientation tuning of the neurons
In an electrophysiological experiment, 6 neurons have been recorded
simultaneously. First, the tuning of these neurons was characterized
@@ -30,13 +30,6 @@
times are given in seconds. The stimulation with the bar starts a
time $t_0=0$ and ends at time $t_1=200$\,ms.
Then the population activity of the 6 neurons was measured in
response to arbitrarily oriented bars. The responses of the 6
neurons to 50 presentation of a bar are stored in the
\texttt{spikes} variables of the \texttt{population*.mat} files.
The \texttt{angle} variable holds the angle of the presented bar.
\continue
\begin{parts}
\part Illustrate the spiking activity of the V1 cells in response
to different orientation angles of the bars by means of spike
@@ -56,7 +49,17 @@
modulation depth of the firing rate, and $a$ is an offset.
Why is there a factor two in the argument of the cosine?
\end{parts}
\question Inferring stimulus orientation from neural activity
In the second part of the experiment the population activity of the
6 neurons was measured in response to arbitrarily oriented bars. The
responses of the 6 neurons to 50 presentation of a bar are stored in
the \texttt{spikes} variables of the \texttt{population*.mat} files.
The \texttt{angle} variable holds the angle of the presented bar.
\begin{parts}
\part How can the orientation angle of the presented bar be read
out from one trial of the population activity of the 6 neurons?
One possible method is the so called ``population vector'' where