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updated 4 days ago

Feedback Linearizing Control Using Hybrid Neural Networks Identified by Sensitivity Approach by Janos Abonyi

Identification and application of hybrid models for Globally Linearizing Control (neural network, cstr, blackbox)




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updated 2 months ago

self organizing map Kohonen Neural Network by ammar al jodah

m-file for SOM using a mesh of 2 dimension (kohonen, neural network, self organizing map)


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updated 2 months ago by Duc Chung Tran

Split a positive number into digits, following the digit order from the original number (split number, neural network, train)


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updated 3 months ago

Radial Basis Function with K Mean Clustering by Shujaat Khan

Radial Basis Function with K Mean Clustering using Pseudo inverse method (kmean, clustering, rbf)




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updated 6 months ago

Support Vector Regression by Ronnie Clark

A MATLAB implementation of Support Vector Regression (SVR). (regression, nonlinear, machine learning)

svr(xdata,ydata,x,alpha, b, c, epsilon)


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updated 10 months ago

Unsupervised Learning with Growing Neural Gas (GNG) Neural Network by Ilias Konsoulas

Learns data clusters and their topology in n-dimensional space by using the Growing Neural Gas net. (growing neural gas, unsupervised learning, vector quantization)




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updated 1 year ago

Preprocessing dataset in IDS by Maher Salem

This code transfer nominal features into numeric and then normalize the whole dataset using min-max (preprocessing, normalization, kdd)


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updated 1 year ago

Jordan Recurrent Neural Network by Arnav Goel

Create an Jordan backpropagation network (neural network, jordan rnn, elman rnn)


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updated 1 year ago

CNN - Convolutional neural network class by Mihail Sirotenko

This project provides matlab class for implementation of convolutional neural networks. (neural network, ocr, classification)


back_subsample(e, ratio)


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updated almost 2 years ago

GTL jetfuel_ternplot with neural network by Abul hasanat muhammad jahanur rahman

This is an upgrade of the ternplot code written by Carl Sandrock (ID#2299). (neural network, 2d ternplot, gtl fuel)


fractions(A, B, C)


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updated 2 years ago

Machine learning - balancing a stack of balls by Peter Bone

A genetic algorithm is used to train a neural network controller to balance a stack of balls. (machine learning, genetic algorithm, neural network)




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updated 2 years ago

Fast multilayer feedforward neural network training by Nicolas

This is a simple and fast code to train neural networks with any number of layers. (neural network, deep network, machine learning)

ask_params(params, field, type, question, value)

bprop(layers, gradient, gradInput, data)


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updated 2 years ago

Neural Network RBF Regression by Siva Malla

RBF based Neural Network Regression (rbf, neural network, regression)


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updated almost 3 years ago

Neural network simple programs for beginners by Sayed Abulhasan Quadri

Simple programs demonstrating Artificial network using Matlab . (neural network, perceptronlinear netw..., perceptron linear net...)




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updated almost 3 years ago

Data Driven Fitting com MATLAB by Elia Matsumoto

Slides from the recorded webinar in Portuguese: "Data Driven Fitting com MATLAB" (webinar, portuguese, matlab)

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updated almost 3 years ago

Rprop by Roberto Calandra

Rprop training for Artificial Neural Networks (artificial neural net..., neural network, nn)




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updated 3 years ago

Neural Network Hebb Learning Rule by Ibraheem Al-Dhamari

Simple Matlab Code for Neural Network Hebb Learning Rule (neural network, hebb learning rule, images classification)


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updated 3 years ago

Electricity Load and Price Forecasting Webinar Case Study by Ameya Deoras

Slides and MATLAB® code for the day-ahead system load and price forecasting case study. (electricity, energy trading, model)

Electricity Load Forecasting using Neural Networks

Electricity Price Forecasting with Neural Networks

Load Forecasting using Bagged Regression Trees

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updated 3 years ago

Voice Based Biometric System by ambavi patel

Biometric property speech used for text dependent speaker recognition system. (signal processing, text dependent speake..., mfcc)




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updated 3 years ago

Neural Network Simulation of non-linear Mass Spring Damper by Christopher Rouxel

Mass spring damper simulation with non-linear everythings.NN Toolbox not needed (neural network, msd, mass)




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updated 3 years ago

Shape recognition by Houssein LAMINE

It consists on how to identify 3 shapes (rectangle, triangle and circle) using a neural network. (neural network, shape recognition)


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updated 3 years ago

Neural Network add-in for PSORT by Tricia Rambharose

This add-in allows a Neural Network to be trained by Particle Swarm Optimization technique. (neural network, particle swarm optimi..., optimization)



trainpso(net, tr, trainV, valV, testV, varargin)

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updated 3 years ago

Data based modeling of nonlinear dynamic systems using System Identification Toolbox by Rajiv Singh

Perspectives on nonlinear identification using a throttle valve modeling example. (system identification, narmax, nlarx)

throttleODE(t, x, F, c, k, K, b, varargin)



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updated 4 years ago

Rosenblatt's Perceptron by Ibraheem Al-Dhamari

A very simple Neural Networks example. (neural network, perceptron, classification)




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updated 4 years ago

DeltaRule by Will Dwinnell

Trains a single artificial neuron using the delta rule. (neural, neural net, neural network)



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updated almost 5 years ago

Complex Optimization of a Recurrent Neural Network by Travis Wiens

Shows how to use the complex method to optimize a black-box neural network model of a load-sensing h (fuzzy logic, neural networks, complex)




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updated 5 years ago

Neural Network Symbolic expression by Dirk Gorissen

Prints out the symbolic expression of a Matlab Neural Network toolbox object (external interface, neural network, symbolic expression)

getNeuralNetExpression(net, outputIndex)

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updated 5 years ago

Orthogonal Least Squares Algorithm for RBF Networks by Anshuman Gupta

The code implements the OLS algorithm for func approx. (neural network, rbf, function approximatio...)

kernel(dis, B)


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updated 5 years ago

sun essker using neural network by Waleed Khalid

neural model refrence sun seeker system (control design, neural network, toolbox)

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updated 5 years ago

A very simple and intuitive neural network implementation by Carl Löndahl

Short code and easy to understand. Example data set provided. (backpropagation, neural network, machine learning)



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updated 6 years ago

Function Approximation Using Neural Network Without using Toolbox by alireza KashaniPour

This code implements the basic backpropagation of error learning algorithm (fuzzy logic, neural networks, neural network)


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updated 8 years ago

Simple Neural Network by Timothy Felty

A very simple 2 layer neural network (neural network, perceptron, tools)




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updated almost 9 years ago

Character Recognition Example (I&II): Pre-processing of Image by Tan Chin Luh

This demo shows some examples for image pre-processing before the recognition stage. (application, image processing, character recognition)



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updated 9 years ago

Neural Networks: A Comprehensive Foundation, 2e book Companion Software by Simon Haykin

Companion Software for Neural Networks: A Comprehensive Foundation, 2e book (neural and fuzzy syst..., neural networks, companion software)

A=bpm_dec_bnds(W1, b1, W2, b2, st_sz)

B=colmult(A, vec)


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updated almost 13 years ago

SICNN by Murat Aykut

Very Useful for adjusting Images (enhancement, sicnn, adjusting images)



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