Which dynamical regime is beneficial for biological systems in the context of the criticality hypothesis? Agent-based evolutionary foraging game with experiments to evaluate generalizability, ability to perform complex tasks and evolvability of agents with respect to their dynamical regime. Paper: https://arxiv.org/abs/2103.12184

This repository contains the code and data to reproduce the results and figures from the study: Daniel Koch, Ulrike Feudel, Aneta Koseska (2025). Criticality governs response dynamics and entrainment of periodically forced ghost cycles. Physical Review E, XX: XXXX–XXXX.

Paper: https://doi.org/10.1162/isal_a_00412 Which dynamical regime is beneficial for biological systems? Agent-based evolutionary foraging game with experiments to evaluate generalizability, ability to perform complex tasks and evolvability.

Various studies show that criticality is an attractor in biological evolution. Which conditions have to be fulfilled, such that criticality acts as an attractor in our neuroevolution simulation? -- Masters Thesis Project ---

PyPi package of Reward-Modulated Self Organizing Recurrent Neural Network

This project was executed by Sheida Kazemi, supervised by Yousef Jamali, and involved analysis and interpretation by AmirAli Farokhniaee.

self-organized criticality in the sandpile

Calculate critical points from monte carlo or molecular dynamics simulations

Criticality analysis on complex networks using Power-law scaling functions, exponential relations, and phase transitions

A neural consciousness framework (六鑰臨界) based on critical transition theory and topological indicators.