数学知识点滴积累 矩阵 数值优化 神经网络反向传播 图优化 概率论 随机过程 卡尔曼滤波 粒子滤波 数学函数拟合

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 n…

MATLAB implementations of a variety of machine learning/signal processing algorithms.

Backpropagation algorithm in order to train an adaptive neuro-fuzzy inference system (ANFIS)

Machine Learning-Based Generalized Model for Finite Element Analysis of Roll Deflection During the Austenitic Stainless Steel 316L Strip Rolling

Edge detection in binary images using artificial neural network

This program recognises the handwritten number from 0-9 using neural network, The neural network used has 300 hidden layers, and uses backpropogation to improve itself.

Machine learning techniques, such as Linear Regression, Logistic Regression, Neural Networks (feedforward propagation, backpropagation algorithms), Diagnosing Bias/Variance, Evaluating a Hypothesis, Learning Curves, Error Analysis, Support Vector Machines, K-Means Clustering, PCA, Anomaly Detection System, and Recommender System.

I have developed a simple speech recognition engine based on words using Multilayer perceptrons with Hypebolic tangent activation function and Backpropagation learning algorithm.

This repository contains SUPERVISED AND UNSUPERVISED machine learning algorithms like linear regression, logistic regression, svm, backprogation, K-means, PCA

I haved solved the Parity-3 problem using an artificial neural network called Multilayer Perceptron and populer learning algorithm Backpropagation algorithm. Hyperbolic tangent has been used as an activation(transfer) function .

Basic Artificial Neural Network usage on BlackJack card game data with MATLAB

I haved solved the Parity-4 problem using an artificial neural network called Multilayer Perceptron and populer learning algorithm Backpropagation algorithm. Sigmoid has been used as an activation(transfer) function .

These are the solutions to the programming assigments from Andrew Ng's "Machine Learning" course from Coursera

backpropagation algorithm implementation using matlab

This repository containa backpropagation trainning of artificial neural network

Machine Learning (Stanford University) Week 5 assignments

Implementation of the back propagation algorithm in Octave