to get the learning curve

BhallaLab / MouseBehaviour

Arduino and PointGrey camera based behaviour setup.

https://mousebehaviour.readthedocs.io/en/latest/

GNU General Public License v3.0

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to get the learning curve #6

Closed Bhumikasingh0110 closed 7 years ago

Bhumikasingh0110 commented 7 years ago

to get the learning curve: adding plot values of all the trials and taking the average. two different to be made; one for the probe trial and one for the US+ trials.

dilawar commented 7 years ago

Each session has 80 trials. Now

Compute a Boolean True/False representing if mouse has learnt? Which algorithm you want to use.
For each session (i.e. 80 trials), plot these true/false?

Bhumikasingh0110 commented 7 years ago

so we get a plot of the blink value in each trial like this 558_l_1 all the blink values from all the trials except the probe trials should be averaged(add all the values at a given point of time and divide it by no. of trials used to get the values) and that gives a new plot of average blink values in one session wrt time. similarly, it has to be done for the probe trials in the session. both the plots(for US and probe ) should be present in the same graph that will explain the learning.

dilawar commented 7 years ago

Averaging is not a good idea. I'll do the averaging along with raw data.

dilawar commented 7 years ago

Command is same as before

$ python analyze_trial.py /path/to/folder

and check the summary.png file.