This repo is the implementation of our paper "System Identification Methods for Dynamic Models of Brain Activity".
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Updated
May 18, 2021 - Jupyter Notebook
This repo is the implementation of our paper "System Identification Methods for Dynamic Models of Brain Activity".
Features firmware for identifying and controlling a second order plant. It uses the LMS algorithm to estimate the plant parameters, and a standard PID controller implementation to improve the step response of the system.
Code for analytical structural system identification of RC-ladder type systems.
Code for my project on 'Neural system identification and control for Formula Student Driverless cars'
Experiments for CCTA 2024 submission on fast Bayesian gray-box identification of convection in heat transfer dynamics.
Code skeletons for implementing PMH in MATLAB based on the repo pmh-tutorial
Design of Experiments (DOE), Quality control and process control,Time and methods engineering, Reliability engineering, Probabilistic design, System identification.
For my study of the use of local measurement data in multi-vehicle formation control policies.
Transfer operator toolbox for numpy/torch.
Deterministic Identification of Discrete-Time State Space Systems.
Find the viscous friction value from a bunch of .mat data files.
Code for keynote talk at Nonlinear System Identification Workshop 2023 at TU Eindhoven.
Uncertainty-penalized Bayesian information criterion (UBIC) for PDE Discovery
This repository contains a collection of assignments completed for the System Identification and Parameter Estimation (TIP7044) course at the Federal University of Ceará during my Master's degree.
Real-time network identification using concurrent learning
Matlab scripts to perform system identification for muti-rotor systems
System identification on electro-mechanical positioning system via free energy minimization
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