Mapping LIF to rate network & spatial patterns (Senk 2020)¶
This example reproduces methods used by Senk et al. [2020].
- network_structure.py:
plots the network structure and uses the illustration
network_sketch.svg
- mapping_lif_rate.py: fits the LIF transfer function for different working points to map a spiking to a rate network
- spatial_patterns.py: uses linear stability analysis to predict spatial pattern formation
All Python scripts use the parameter files
Senk2020_network_params.yaml
and
Senk2020_analysis_params.yaml
.