Skip to content

tomko-neuron/ca3net

 
 

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Data-driven network model of CA3 - featuring sequence replay and ripple oscillation

Code repository of the preprint: https://www.biorxiv.org/content/10.1101/2021.02.18.431868v1

To run:

git clone https://github.com/KaliLab/ca3net.git
cd ca3net
pip3 install -r requirements.txt
mkdir figures
cd scripts
python generate_spike_train.py  # generate CA3 like spike trains (as exploration of a maze)
python stdp.py  # learns the recurrent weight (via STDP, based on the spiketrain)
python spw_network.py  # creates the network, runs the simulation, analyses and plots results

About

Hippocampal CA3 network model

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages

  • Python 100.0%