There are 1 repository under rbf-network topic.
implement the machine learning algorithms by python for studying
Easily smooth your data in Julia
In this project, an observer in the form of a stable neural network is proposed for any nonlinear MIMO system. As a result of experience, this observer utilizes a nonlinear in parameter neural network (NLPNN) which unlike LPNN, supports systems with higher degree of nonlinearity with no pre-knowledge of its dynamics. The learning rule for this neural network is based on the back-propagation method with a small modification. In addition, in order to guarantee the robustness of the observer, an e-modification term is added. Also, it is noted that there are no hard constraints like SPR on this method. Subsequently, the stability of this neural network observer is guaranteed by Lyapunov's direct method. At the end, the simulation results for a flexible-joint manipulator with this observer is demonstrated.
rbf network based control for robot manipulator
Lab assignments for the course DD2437-Artificial neural networks and deep architectures at KTH
Python machine learning library using powerful numerical optimization methods.
evolutionary-based approach in RBF neural network training
Python implementation of Radial Basis Function network with no external packages
This repository contains files related to designing of model predictive RBFN controller for non-linear plants modelled using U-model, using Simulink (MATLAB).
Training Radial Basis Function Network with the help of ES
Visualization of the training process of an RBF network
Radial Basis Function Network Implementation.
Implementation of clustering network with automatic feature extraction for NILM.
Generalized Improved Second Order RBF Neural Network with Center Selection using OLS
we utilize a novel quantile filtering algorithm, a Radial Basis Function and Multi-layer Perceptron Neural network
Implementation of a RBF network using the evolutionary strategy algorithm in order to find optimal weights.
Design and implementation of a simple RBF Neural Network from scratch
Approximation of mixing different gaussian distribution with Self-organizing Map(SoM) and Radial Basis Function(RBF)
Assignments from NDM-07-05 :: Neural Networks - Deep Learning University Course, covering Neural Networks, SVM, and RBF Neural Nets.
Code for the neural networks I helped develop for UVa's spin physics research group.
Radial Basis Function (RBF) network implementation from scratch for one input variable, one output variable.
Algorithms and implementations to participate in Kaggle YouTube-8M Video Understanding Competition
RBF network implementation and demo in Java
Repositório do projeto de pesquisa sobre fingerprinting baseado em machine learning. Rede neural RBF treinada para prever coordenadas de dispositivos lora em grandes áreas urbanas.
Two pattern classification problem using Radial Basis Functions (RBF) Neural Networks, with center vectors selected via self-organizing map (SOM) neural networks.
Implementação da Rede Neural Função base radial (FBR, ou RBF do inglês Radial base function) proposta no Projeto prático 6.5 do livro "Redes Neurais Artificiais para engenharia e ciências aplicadas" do autor Ivan Nunes da Silva.