Name: Jonas F. Oliveira
Type: User
Company: Brazilian National Institute for Space Research
Bio: Applied Mathematician, Ph.D Candidate in Applied Computing. Interested in Complex Networks, Numerical Simulations, Operations Research and AI.
Location: São José dos Campos
Blog: https://orcid.org/0000-0002-6269-9721
Jonas F. Oliveira's Projects
All Algorithms implemented in Python
Collection of tutorials about methods of computational neuroscience using Python
Graph Neural Network Library for PyTorch
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
Implementações desenvolvidas na disciplina Introdução à Redes Neurais, ministrada pelo Prof. Dr. Prof. Dr. Marcos Gonçalves Quiles (ICT-Unifesp).
Code for Reservoir computing (Echo state network)
Tutorial on reservoir computing with an example on spoken digit recognition.
Separation of chaotic Lorenz signals using Reservoir Computing
A study of the Rossler oscillator is carried out in this repository.
Second-Order Kuramoto Model Simulator in Python for Power Networks Application
Simulated Annealing algorithm to solve Travelling Salesmen Problem in Python
Visualize the link graph of a website.
Finding evidence for the existence of Strange, non-chaotic attractors in the Quasi-periodically driven duffing oscillator.
It contains the implementation of Kuramoto model with different features such as symmetrical and asymmetrical distributions and complete and variable topologies.
Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method
This is a repository in which tent map is studied.
Este curso visa conhecer e aprender a aplicar todos os principais conceitos e técnicas.
A Tabu Search pseudo-parallel algorithm for the Vehicle Routing Problem