themahani/growing-critical

Research project source: Growing Critical Model of Neural Activity and Plasticity

growing-critical

Research project source: Growing Critical Model of Neural Activity and Plasticity

Materials and References

• Poisson Point Process
  • The Neural Hawkes Process: A Neurally Self-Modulating Multivariate Point Process
  • An Ephemerally Self-Exciting Point Process
  • Hawkes and Poisson Process Tutorial in Python
  • Wikipedia -- Inverse Transfom Sampling
  • How to do inverse transformation sampling in scipy and numpy

Project Structure

The structure of the project is as follows:

• model contains the source code of the model implemented in Python and C++.
  • cpp is the C++ implementation of the code and follows the standard C++ project structure.
  • python contains the implementation of the model in Python.
• presentation contains the source file of my lecture on this paper

Original Paper

You can find reference to the original project below:
Growing Critical: Self-Organized Criticality in a Developing Neural System