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Responses of 1st , 2nd, and soon 3rd order Drosophila olfactory neurons

Project description


pip install drosolf

If you need elevated permissions to install (if the pip install line fails with some sort of permissions error), you can try:

sudo -H pip install drosolf


To get Hallem and Carlson ORN responses, with the baseline added back in. Returned as a pandas DataFrame with columns of receptor and row indices of odor. The transpose (i.e. orn_responses.T) will have odors as the columns.

from drosolf import orns
orn_responses = orns.orns()

To get simulated projection neuron responses, using the Olsen input gain control model and the ORN responses.

from drosolf import pns
pn_responses = pns.pns()


  • DoOR integration
  • KC model(s)
  • sympy description of transformations applied to ORN data

Project details

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