Miguel Aguilera   complex systems, neuroscience and cognition

Code & Data

Here you can find different code and data repositories related to my papers and other projects.

Code repositories:

Mean-field methods and Plefka expansions for asymmetric kinetic Ising models.

Code reproducing the models in Aguilera, M, Moosavi, SA & Shimazaki H (2021). A unifying framework for mean-field theories of asymmetric kinetic Ising systems. Nature Communications 12:1197.

Tuning agents to criticality.

Code reproducing the models in Aguilera, M & Bedia, MG (2018). Adaptation to criticality through organizational invariance in embodied agents. Scientific Reports volume 8, Article number: 7723 (2018).

Data repositories:

Simulation data of asymmetric kinetic Ising models near a ferromagnetic phase transition.

Data used for generating the results in Aguilera, M, Moosavi, SA & Shimazaki H (2021). A unifying framework for mean-field theories of asymmetric kinetic Ising systems. Nature Communications 12:1197.

Perceptual crossing experiments.

Data used in Bedia, MG, Aguilera, M, Gomez, T, Larrode, DG, & Seron, F (2014). Quantifying long-range correlations and 1/f patterns in a minimal experiment of social interaction. Frontiers in Psychology, 5, 1281.

Teaching resources:

Artificial life summer school.

This repository contains code and theory from the Intangible lab summer school on artificial life held in Etopia (Zaragoza) in 2017.