Neural Fuzzy
This project provides a set of Python tools for creating various kinds of neural networks, which can also be powered by genetic algorithms using grammatical evolution. MLP, backpropagation, recurrent, sparse, and skip-layer networks are supported.
Platforms: Windows, Mac, Linux
License: Freeware | Size: 567.87 KB | Download (58): Python Neural Genetic Algorithm Hybrids Download |
SNARLI (Simple Neural ARchitecture LIbrary) is a Java package containing a back-prop layer class and classes for the Self-Organizing Map and Incremental Growing Grid. The back-prop class supports sigma-pi connections and back-prop-through-time.
Platforms: Windows, Mac, Linux
License: Freeware | Size: 223.08 KB | Download (44): Simple Neural ARchitecture LIbrary Download |
Given a neural network object, this function returns the closed, symbolic, expression implemented by the network (as a string).This allows you to use a neural network model without relying on the neural network toolbox.Note I only implemented for feed forward nets (MLPs) and not all possible...
Platforms: Matlab
License: Freeware | Size: 10 KB | Download (42): Neural Network Symbolic expression Download |
This package contains the following files:example.m: Illustrates how to use the function IT2FLS.IT2FLS.m: Implements an interval type-2 fuzzy logic system.A Brief Tutorial on Interval Type-2 Fuzzy Sets and Systems.pdfRepresentation of an IT2 FS.pdfAll these files, and many other useful papers,...
Platforms: Matlab
License: Freeware | Size: 2.79 MB | Download (67): Functions for interval type-2 fuzzy logic systems Download |
This add-in to the PSO Research toolbox (Evers 2009) aims to allow an artificial neural network (ANN or simply NN) to be trained using the Particle Swarm Optimization (PSO) technique (Kennedy, Eberhart et al. 2001).This add-in acts like a bridge or interface between MATLABd-deOaos NN toolbox and...
Platforms: Matlab
License: Freeware | Size: 358.4 KB | Download (46): Neural Network add-in for PSORT Download |
This project provides matlab class for implementation of convolutional neural networks. This networks was developed by Yann LeCun and have sucessfully used in many practical applications, such as handwritten digits recognition, face detection, robot navigation and others (see references for more...
Platforms: Matlab
License: Freeware | Size: 1.28 MB | Download (45): CNN - Convolutional neural network class Download |
Character Recognition Using Neural NetworksSteps to use this GUI.1. Open the GUI figure, run it. (accept the matlab to change its directory to new location where the file is stored)2. First we need to teach Character to computer. For this type the Character in the textbox space provided and press...
Platforms: Matlab
License: Freeware | Size: 174.08 KB | Download (58): Character Recognition Using Neural Networks Download |
Fuzzy control algorithm is used to control a three degree of freedom PUMA560 robot. The robot dynamics are taken from:Brian Armstrong, Oussama Khatib & Joel Burdick , d-deDUThe Explicit Dynamic Model and Inertial Parameters of the PUMA 560 Armd-deDt , Stanford University, Artificial Intelligence...
Platforms: Matlab
License: Freeware | Size: 235.52 KB | Download (43): Fuzzy Logic of PUMA 560 Robot Download |
Cellular neural networks (CNN) are a parallel computing paradigm similar to neural networks, with the difference that communication is allowed between neighbouring units only.in this system, 'A' template is feedback matrix, and 'B' template is control matrix.also, 'I' is Bias value.all image...
Platforms: Matlab
License: Freeware | Size: 51.2 KB | Download (40): GUI for Cellular Neural Network Download |
This code implements the basic back propagation of error learning algorithm. the network has tanh hidden neurons and a linear output neuron, and applied for predicting y=sin(2pix1)*sin(2pix2).We didn't use any feature of neural network toolbox.
Platforms: Matlab
License: Freeware | Size: 112.64 KB | Download (39): Function Approximation Using Neural Network Without using Toolbox Download |
FCMTHRESH Thresholding by 3-class fuzzy c-means clustering [bw,level]=fcmthresh(IM,sw) outputs the binary image bw and threshold level of image IM using a 3-class fuzzy c-means clustering. It often works better than Otsu's methold which outputs larger or smaller threshold on fluorescence images....
Platforms: Matlab
License: Freeware | Size: 20.48 KB | Download (50): Fuzzy c-means thresholding Download |
Fuzzy k-nearest neighbors classifier that can work with training samples whose label info is fuzzified. The prototype is as follows.[y,predict_class] = f_knn(tr,tr_memberships,te,k)tr: training samplestr_memberships: membership values of traning sampleste: testing samplesk: k value vector (more...
Platforms: Matlab
License: Freeware | Size: 10 KB | Download (39): Fuzzy k-NN Download |
The attached zip file contains what is needed to implement a two layer neural network. This will hopefully be the first part of a broader collection of neural network tools.It can be used to train and simulate a NN with two layers, an input layer and an output layer. The output layer's activation...
Platforms: Matlab
License: Freeware | Size: 20.48 KB | Download (49): Simple Neural Network Download |
This text provides a comprehensive treatment of the methodologies underlying neuro-fuzzy and soft computing.For a full book description and ordering information, please refer to http://www.mathworks.com/support/books/book1444.jsp.
Platforms: Matlab
License: Freeware | Size: 327.68 KB | Download (48): Neuro-Fuzzy and Soft Computing Download |
-Compatible with pre-2010 vers. of Matlab and Neural network toolbox-Trains a perceptron for the spring and one for the damper. -Runs a simulation with forcing function and noise.-If you don't have the toolbox, you can still use my back-propagation.
Platforms: Matlab
License: Freeware | Size: 10 KB | Download (40): Neural Network Simulation of non-linear Mass Spring Damper Download |
The extended Kalman filter can not only estimate states of nonlinear dynamic systems from noisy measurements but also can be used to estimate parameters of a nonlinear system. A direct application of parameter estimation is to train artificial neural networks. This function and an embeded example...
Platforms: Matlab
License: Freeware | Size: 10 KB | Download (45): Neural Network training using the Extended Kalman Filter Download |
This is a learning model for matrix-based data. It can be more efficient than standard vector-based models when the training sample is small or the inputs are matrices, since this model has less parameters than standard ones and exploits an inner structure of the inputs. This model can be...
Platforms: Matlab
License: Freeware | Size: 10 KB | Download (47): Linear matrix-based neural network Download |
We introduce an algorithm based on the morphological shared-weight neural network. Being nonlinear and translation-invariant, the MSNN can be used to create better generalization during face recognition. Feature extraction is performed on grayscale images using hit-miss transforms that are...
Platforms: Matlab
License: Freeware | Size: 18.26 MB | Download (53): Morphological Shared-Weight Neural Network for Face Recognition Download |
Here we have an unknown function but we can have every value of function respect to every input. so there I used a fuzzy approximation method Ito approximate the function, here I used sin function to compare answers.there is a function "isinrange" to find membership values.
Platforms: Matlab
License: Freeware | Size: 10 KB | Download (45): Fuzzy Approximation Download |
Fuzzy SEO Booster increases your sites search engine positions for long tail keywords automatically!Here is how it works: When someone finds your site using a long tail keyword combination not already on that page, it records it, and adds it to the page in a widget box! Think of it as an auto...
Platforms: PHP
License: Freeware | Size: 10 KB | Download (48): Fuzzy SEO Booster Download |