image thumbnail

updated 1 day ago

Clustering using Kohonen Neural Network by Yesi Diah Rosita

How to cluster data using KNN (neural networks, clustering)

image thumbnail

updated 1 day ago

Character Recognition using Backpropagation Neural Network by Yesi Diah Rosita

How to recognize character using BNN (neural networks, pattern recognition)

image thumbnail

updated 1 day ago

Pattern Recognition Toolbox by Peter

Peter (view profile)

  • 1 file
  • 141 downloads
  • 4.66667

Free pattern recognition toolbox for MATLAB (machine learning, pattern recognition, svm)

image thumbnail

updated 3 days ago

Lynx MATLAB Toolbox by Simone

Simone (view profile)

A toolbox for the design of complex machine learning experiments (machine learning, neural networks, support vector machin...)

image thumbnail

updated 4 days ago

License plate(number plate) recognition using neural network by Shreyas Vinayakumar

Automatic license plate recognition using ANN (image processing, neural networks)

ALPR()

edu_createnn(P,T)

edu_imgcrop(bw)

image thumbnail

updated 9 days ago

Grey Wolf Optimizer for Training Multi-Layer Perceptrons by Seyedali Mirjalili

The submission employs the recently proposed Grey Wolf Optimizer for training Multi-Layer Perceptron (neural networks, grey wolf optimizer, optimizatoin)

GWO(SearchAgents_no,Max_iter,lb,ub,dim,fobj)

MLP_Iris(solution)

My_FNN(Ino,Hno,Ono,W,B,x1,x2,x3,x4)

image thumbnail

updated 15 days ago

bipolar_sgn(net) by devendra verma

bipolar sgn function neural network (neural networks)

bipolar_sgn(net)

image thumbnail

updated 17 days ago

Fast Support Vector Classifier (A low complexity alternative to SVM) by Radu Dogaru

A low complexity alterantive to SVM for classification problems (single and multiple class) (classification, neural networks, support vector machin...)

fsvc.m

rbf_unit(tip,cen,in,raza,dist)

wintakeall(x)

image thumbnail

updated 1 month ago

Neural network calibrators for atmospheric density models by David Perez

Neural Networks for calibrating density as estimated by DTM-2013, NRLMSISE-00 and JB2008 (neural networks)

TEST_CALIBRATORS.m

image thumbnail

updated 3 months ago

Number Description with ANN ( OCR ) by Abdullah

Abdullah (view profile)

Number Description with ANN ( OCR ) (image processing, neural networks)

trainsetin.m

control(a)

draw

image thumbnail

updated 3 months ago

Machine Learning for Mining & Metals by David Willingham

2 examples for Machine Learning for Mining, Regression & Classification (machine learning, metals, mining)

plotFitErrors.m

plotFitErrors.m

Rsquared(Y, YHat )

image thumbnail

updated 4 months ago

Confusion matrix for classified image by Dr.Varsha Turkar

Confusion matrix for classified image using "all_data_classification.m" which is uploaded (neural networks)

all_data_confusion.m

image thumbnail

updated 4 months ago

Neural network classifier by Dr.Varsha Turkar

Image classification using neural network classifier (neural networks)

all_data_classification.m

image thumbnail

updated 4 months ago

Training areas for image by Dr.Varsha Turkar

Image Training areas (neural networks)

image thumbnail

updated 4 months ago

Bangla Hand Sign recognition using NN by Nazmus Sakiba

Only bangla vowel are recognized by NN (neural networks)

GUI(varargin)

charGUI2(varargin)

edu_createnn(P,T)

image thumbnail

updated 5 months ago

Digit Recognizer.zip by Sandeep Solanki

real time digit recognizer (neural networks, digitrecognition)

CreatFeatureVector(I)

DigitRecognizationInput

DigitRecognizer

image thumbnail

updated 5 months ago

Repetitive Neurocontroller with Disturbance Feedforward by Bartlomiej Ufnalski

This project demonstrates repetitve process control using gradient-based dynamic optimization tool. (repetitive control, iterative learning co..., ilc)

RNC_DDFF_with_PLECS.m

RNC_DDFF_without_PLECS.m

VSI_LC_with_PLECS

image thumbnail

updated 7 months ago

Biogeography-Based Optimizer (BBO) for training Multi-Layer Perceptron (MLP) - Breast cancer dataset by Seyedali Mirjalili

Biogeography-Based Optimizer (BBO) is employed as a trainer for Multi-Layer Perceptron (MLP) trainin (ant colony optimizati..., biogeography based op..., bbo)

ACO(ProblemFunction, DisplayFlag)

BBO(ProblemFunction, DisplayFlag, ProbFlag, RandSeed)

ClearDups(Population, MaxParValue, MinParValue)

image thumbnail

updated 7 months ago

Pitch Detection by Amir Soleimani Bajestani

Recognize musical pitch not only for simple instruments but also for Violin, Cello, Kamanche and etc (neural networks, gui, pitch detection)

actxlicense(progid)

harmonics (center,F,net,lf);

pitch(varargin)

image thumbnail

updated 8 months ago

TSK Forecasting by Dmitrii Levin

A fuzzy neural network for forecasting time series (fuzzy logic, neural networks, time series)

image thumbnail

updated 8 months ago

DNNE Learning Algorithm by Monther Alhamdoosh

MATLAB Code for DNNE Learning Algorithm (ensemble learning, machine learning, neural networks)

image thumbnail

updated 9 months ago

Classifying XOR gate using ann by Abhishek

Classifying XOR gate using ann (xor, neural networks)

xor_ann.m

image thumbnail

updated 10 months ago

AutoAssociativeNeuralNetwork.zip by Selva

Selva (view profile)

auto associative neural network classifier for pattern classification (pattern classificatio..., classification, neural networks)

testBPN( x , net )

trainBPN( x )

helpaann.m

image thumbnail

updated 12 months ago

Biogeography-Based Optimizer (BBO) for training Multi-Layer Perceptron (MLP) by Seyedali Mirjalili

Biogeography-Based Optimizer (BBO) is employed as a trainer for Multi-Layer Perceptron (MLP) (biogeographybased opt..., biogeographybased opt..., bbo)

ACO(ProblemFunction, DisplayFlag)

Ackley

BBO(ProblemFunction, DisplayFlag, ProbFlag, RandSeed)

image thumbnail

updated 12 months ago

Iris flower classification using MLP by Baba Dash

A Multi-Layer Perceptron to classify Iris flowers (neural networks, classification)

MLP_iris.m

image thumbnail

updated 1 year ago

Face Detection System for MATLAB 2013a by Omid Sakhi

Omid Sakhi (view profile)

Face Detection using Gabor feature extraction and neural network (face detection, object detection, neural networks)

create_gabor

create_net

draw_rect (in,w)

image thumbnail

updated 1 year ago

Simple Perceptron by Navid Razmjooy

Perceptron Classifying (neural networks, classification)

[w,b,pass,wevol]=PerecptronTrn(x,y,n);

image thumbnail

updated 1 year ago

Single Perceptron Learning by Suraj Kamya

Suraj Kamya (view profile)

Without using inbuilt functions from NN Tool. Perceptron learning is implemented. (neural networks, logical gates, perceptron learning)

T=evalnet(P,w,b)

[w,b]=perceplearn(P,t,w,b,ep)

out=hardlimit(in)

image thumbnail

updated 1 year ago

Support Vector Neural Network (SVNN) by Oswaldo Ludwig

Oswaldo Ludwig (view profile)

A new training method for MLP neural networks based on the same principles of SVM. (neural networks, machine learning, maximummargin princip...)

SVNN.m

[acc,estimated]=sim_NN(W1,W2,b1,b2,X,t)

image thumbnail

updated 1 year ago

Madaline neural network for character recognition by Davide

Davide (view profile)

Madaline neural network for character recognition. 3 layers, variable number of neurons per layer. (neural networks)

HM1_char_recognition.m

image thumbnail

updated 1 year ago

Recurrent Fuzzy Neural Network (RFNN) Library for Simulink by Ilias Konsoulas

Dynamic, Recurrent Fuzzy Neural Network (RFNN) for on-line Supervised Learning. (system identification, neural networks, fuzzy systems)

rfnn_mimo_grid(t,Xt,u,flag,itaVector,alphaVector, NumInVa...

rfnn_mimo_scatter(t,Xt,u,flag,itaVector,alphaVector, NumI...

rfnn_miso_grid(t,Xt,u,flag,itaVector,alphaVector, NumInVa...

image thumbnail

updated 1 year ago

Improved Feedforward Neural Networks Using PSOGSA by Seyedali Mirjalili

This program is an improved Feedforward Neural Network using a hybrid algorithm called PSOGSA. (optimization, particle swarm optimi..., pso)

o=My_FNN(Ino,Hno,Ono,W,B,x1,x2,x3,x4)

output=My_sigmoid(x)

FNNGSA.m

image thumbnail

updated almost 2 years ago

A neural network based dynamic forecasting model for Trend Impact Analysis by Mohamed Saleh

The Matlab code associated with this paper: http://goo.gl/Twlh1 (forecasting, neural networks, trend impact analysis)

ComputeFracChgVect.m

DrawTIA.m

GenerateDegreeSeverity.m

image thumbnail

updated 2 years ago

Self-Organizing Map - Simple demonstration by George Azzopardi

A simple and neat implementation of a self-organizing map algorithm (selforganizing map, som, neural networks)

SOMSimple(nfeatures, ndim, nepochs, ntrainingvectors, eta...

image thumbnail

updated 2 years ago

Jordan Recurrent Neural Network for Data Classification Algorithm by Arnav Goel

Development of Data Classification Algorithm of randomized sequences using Jordan RNN (optimization, mathematics, simulation)

newjor(varargin)

image thumbnail

updated almost 3 years ago

Siegert Neuron by Peter O'Connor

The Siegert Neuron has a transfer function equivalent to a leaky integrate-and-fire neuron. (siegert, integrate and fire, spiking neurons)

y=siegert(x,w,P)

image thumbnail

updated almost 3 years ago

ANFIS for 2 dof robot by saurabh korgaonkar

anfis function is used to create a neural network to solve the inverse kinematics problem (anfis, neural networks, inverse kinematics)

DK47(q5,q6)

coordinates(in1,Q5,Q6)

trialdata.m

image thumbnail

updated almost 3 years ago

Multilayer Perceptron Neural Network Model and Backpropagation Algorithm for Simulink by Marcelo Fernandes

Multilayer Perceptron Neural Network Model and Backpropagation Algorithm for Simulink. (ann, mlp, backpropagation)

ANN_MLP_BP_Batch_Mode_Training

ANN_MLP_BP_Incremental_Mode_Training

image thumbnail

updated 3 years ago

Neural Network Classifiers by Sebastien PARIS

Sebastien PARIS (view profile)

Mex implementation of 3 majors neural networks classifiers. (statistics, probability, grlvq)

test_NN

basicroc.m

ini_proto.m

image thumbnail

updated 3 years ago

A perceptron learns to perform a binary NAND function by fcatak

fcatak (view profile)

A perceptron learns to perform a binary NAND function on inputs x0,x1,x2 (artifical intelligenc..., neural networks, perceptron)

PerceptronImpl.m

image thumbnail

updated 3 years ago

OCR Urdu Compound Optical Character Recognition code and Thesis by zaheer ahmad

Optical Character Recognition(OCR) for Urdu & Arabic compound characters using Neural Netwrok (image processing, ocr, neural networks)

Alpha4Test()

Alpha4Train()

Alpha4Train(rw,cl)

image thumbnail

updated 4 years ago

Face Detection System by Omid Sakhi

Omid Sakhi (view profile)

Face Detection using Gabor feature extraction and neural network (application, face detection, neural networks)

drawrec (in,w)

gabor (w,nu,mu,Kmax,f,sig)

im2vec (W27x18)

image thumbnail

updated 4 years ago

MMGDX: a maximum-margin training method for neural networks by Oswaldo Ludwig

Oswaldo Ludwig (view profile)

Maximum-margin training method applicable to MLP in the context of binary classification. (neural networks, machine intelligence, machine learning)

[acc,estimated]=sim_MMGDX(Nor,W1,W2,b1,b2,X,t)

train_MMGDX.m

image thumbnail

updated 4 years ago

Gradient from Neural Network by Alan Jennings

Function that takes a NN and creates a new NN that gives the gradient. (neural networks, function, gradient)

NN_DerivativeValidate

NN_GradientFunction(net)

image thumbnail

updated 4 years ago

create text matrix by Avishalom

Avishalom (view profile)

takes a string, returns a matrix of 1s and 0s. text string is 'painted' by 1s on a background of 0s (text, graphics, writing)

createtext (txt)

image thumbnail

updated 4 years ago

SGONG-Color Reduction by Nikos Papamarkos

Color Reduction using a self growing and self organized neural network (color reduction, neural networks, neural gas)

About(varargin)

SGONGdemo(varargin)

Y=hilbert(X)

image thumbnail

updated 5 years ago

Non-directional transient cells by Massimiliano Versace

The code simulates magnocellular cells in Retina and lateral geniculate nucleus. (simulations, neural networks, visual cortex)

NDTCgui(varargin)

[X,Z,B]=NDTC_example_sim(Lstr,Ldur,B1,K2)

[x_t2,z_t2,B_t2]=NDTransientCells(x_t1,z_t1,I_t1,B1,K2,Tb)

image thumbnail

updated 5 years ago

Excitatory and inhibitory post-synaptic potentials by Massimiliano Versace

This code demonstrates Excitatory and Inhibitory Postsynaptic Potentials on a neuron. (neural networks, spiking neurons, izhikevich neurons)

epsp(taur,tauf,dt,W,I, g, C)

epsp_ipsp(eVal,iVal)

epsp_ipsp_gui(varargin)

image thumbnail

updated 5 years ago

Fuzzy Logic Toolbox Add-On by Antonio Javier Barragán Piña

Adds new utilities to Fuzzy Control System Toolbox interesting for Fuzzy Control Systems. (fuzzy logic, neural networks, fuzzy logic toolbox a...)

fis2txt.m

fuzcomb.m

fuzeval.m

image thumbnail

updated 5 years ago

Biased ARTMAP by Massimiliano Versace

Biased ARTMAP (bARTMAP) introduces an improvement to Default ARTMAP neural networks. (neural networks, simulation, modeling)

ART_depleter_new(sampleNumber,weight_j,A,e_Attention,lamb...

DEFARTMAP_Classify(artmap, testdata)

DEFARTMAP_Classify_Fast(artmap, testdata)

Contact us