NMA Computational Neuroscience course

Kalman Filter implementation in Python using Numpy only in 30 lines.

Notes on topics ranging from Recurrent Newtorks to Automatic Control and Reinforcement Learning

Pytorch implementation of Stable Vector Fields on Lie Groups through Diffeomorphism

Robust control for dynamic nonlinear systems with parameter uncertainties

Modelling crowd behaviour in panic sitations

ODESCA is a MATLAB tool for the creation and analysis of dynamic systems described by ordinary differential equations

Realtime 3-dimensional phase portraits in phase space

An Animation-Interpolator, "reverse-engineered" from facebook/rebound

Here, I include my thoughts about how does the brain of the worm give rise to remarkable behavioral plasticities

Real time parameter estimation on Grey Box Dynamic Systems

Computational model of the electromotor command network of pulse-type mormyrids.

🕹️🤖 Presentation for the 1st Meeting on Multidisciplinary Perspectives on Climate Change of the Resiclima Network

Granger Causality with Signal-dependent Noise

🤹 Presentation for the 4th Meeting of the Sustentarea's Agent-Based Model Study Group

This repository contains a simulation of boids, demonstrating flocking behavior. The simulation models the collective movement of agents (boids) to mimic the natural behavior of birds flocking, fish schooling, or herding animals. This project showcases principles of swarm intelligence and artificial life.

📓 ODD Protocol Template

2-dimensional random dynamic systems visualized using WebGL

C++ object-oriented system to estimate the attractor dimension and the model order of a time series.

Implements the algorithm introduced in our paper: Temporal Logic Explanations for Dynamic Decision Systems using Anchors and Monte Carlo Tree Search

Segmentação Semi-Supervisionada de Imagens através de Dinâmicas Coletivas em Redes Complexas

No description provided.

Critério de Jury para verificar estabilidade em python. Jury stability criterion implemented in python.

Реализация нейронных сетей с учетом физических законов

Solving a dynamic system by solving its differential and algebraic equations ... 2 approaches are used to solve algebraic equation first and differential next is Partitioned approach, Simultaneous solving is also done. The jacobian matrix of the equation tells much about the state of the system.

Bachelor project: "Stability of linear dynamical systems and application to Lotka-Volterra equations and epidemiology"

Mathematical modeling and simulation of a Quarter-Car suspension system using Laplace Transforms, Python (SciPy), and LaTeX.

Package primarily for simulation of the MAT model

Rewrite and extension of the research in my M.Sc. thesis for publication

Experiments in Artificial Life with Dart