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Recurrent spiking neural network to simulate the consolidation of memory representations based on synaptic tagging and capture

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@jlubo jlubo released this 20 Sep 15:33
· 3 commits to main since this release
  • simulation code and shell scripts added for
    • simulations with varied neuromodulation to regulate the synthesis of plasticity-related proteins
    • testing the model implementation with small example simulations
  • Python functions added for
    • fitting temporal traces with linear readout from the network
    • performing principal component analysis (PCA) on the network dynamics
    • extracting pattern completion coefficient Q and mutual information MI from spike raster data
  • interactive Jupyter notebook for reproducing the figures of paper 3 added
  • larger parts of the code cleaned