Theoretical analysis and numerical simulations of the emergent dynamics in spiking neural networks
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Updated
May 27, 2024 - Python
Theoretical analysis and numerical simulations of the emergent dynamics in spiking neural networks
Estimate dynamic high-order correlations in multivariate timeseries data
Core scripts associated to the paper "Network dynamics of innovation processes" by Iacopini et al. PRL 120(4), 0483014 (2018)
Repository about the projects in the course of network dynamics and learning at PoliTo
This repository contains the code about the course Network dynamics and learning of Politecnico of Turin.
Code for: "Flexible coordinator and switcher hubs for adaptive task control". Cocuzza et al., 2020 (In Press). Journal of Neuroscience.
Condition-Specific Gene Regulatory Network construction
Code associated to the paper 'Simplicial models of social contagion' Nat. Commun. (2019)
Graph dynamical systems library
Network Dynamics and Learning course.
Learn to get started using DISCOTRESS with these tutorials! Then apply to your own Markov chains in ecology 🦜🌴 economics 💸📈 biophysics 🧬🦠 and more!
Paper and code for High-level cognition during story listening is reflected in high-order dynamic correlations in neural activity patterns
🦜 DISCOTRESS 🦜 is a software package to simulate and analyse the dynamics on arbitrary Markov chains
Communication network virus/phishing/... spread simulation analysis focused on Research Institutions.
Lecture material for part (4/12) of the lecture **Network Dynamics & Complex Systems - Theoretical and Computational Tools** given during winter semester 2016/17 at Georg-August-Universität Göttingen
Various scripts for analysis of the dynamics on Markov chains, and processing DISCOTRESS output
Code associated to the paper "Interacting discovery processes on complex networks" PRL (2020)
Teaching material that I prepared as a TA for the laboratories of the Network Dynamics and Learning course for the MSc in Data Science and Engineering at Politecnico di Torino.
Neural Dynamics on Complex Networks
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