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updated 7 days ago

Pattern Recognition Toolbox by Peter

Peter (view profile)

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

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updated 9 days ago

Speed Control of Switched reluctance Motor using ANFIS Control by srikanth dakoju

speed control of 8/6 srm using anfis is has faster response than conventional control. (simulink, control, example)

SRM_anfis.mdl

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updated 17 days ago

Neural Network Bacterial Data Classification by nalan karunanayake

Data classification neural network (neural networks, data)

puv.m

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updated 1 month ago

GRNN and PNN spread finding by Pavel Paunov

Basic method for optimizing the spread parameter of GRNN and PNN neural networks. (grnn, pnn, neural networks)

SpreadFinderClassification

SpreadFinderRegression

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updated 1 month 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

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updated 1 month ago

huashiyiqike/LSTM-MATLAB by Qi Lyu

Qi Lyu (view profile)

LSTM_MATLAB is meant to be succinct, illustrative and for research purpose only. (optimization, algorithm, machine learning)

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updated 2 months 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)

comb(x)

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

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

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updated 2 months ago

Multilayer Backpropagation Neural Network by Asad Ali

Asad Ali (view profile)

Implementation of the Multilayer Backpropagation Neural Network (neural networks, backpropagation, multilayer backpropag...)

DefinePattern()

MLBPN_Test.m

MLBPN_Train.m

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updated 2 months 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)

createGabor

createNetwork(input_layer_size,hidden_layer_size,num_labels)

drawRect

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updated 3 months ago

7*7 character recognition by nalan karunanayake

7*7 character recognition neural network (neural networks)

final_1.m

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updated 3 months ago

Easily Simulate a Customizable Network of Spiking Leaky Integrate and Fire Neurons by Zachary Danziger

Design and simulate your LIF neuron network in only a few lines of code. (signal processing, neural networks, neuroscience)

SimLIFNet(W,varargin)

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updated 4 months ago

Code for Webinar "Signal Processing for Machine Learning" by Gabriele Bunkheila

MATLAB Code from example used in the Webinar "Signal Processing for Machine Learning" (signal processing, spectral analysis, machine learning)

addActivityLegend(mode)

bwlabels1(x)

bwnumregions1(x)

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updated 4 months ago

Character Recognition using Backpropagation Neural Network by Yesi Diah Rosita

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

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updated 4 months 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)

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updated 5 months 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)

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updated 5 months ago

bipolar_sgn(net) by devendra verma

bipolar sgn function neural network (neural networks)

bipolar_sgn(net)

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updated 5 months 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)

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updated 5 months 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

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updated 7 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

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updated 8 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 )

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updated 8 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

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updated 8 months ago

Neural network classifier by Dr.Varsha Turkar

Image classification using neural network classifier (neural networks)

all_data_classification.m

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updated 8 months ago

Training areas for image by Dr.Varsha Turkar

Image Training areas (neural networks)

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updated 8 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)

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updated 9 months ago

Digit Recognizer.zip by Sandeep Solanki

real time digit recognizer (neural networks, digitrecognition)

CreatFeatureVector(I)

DigitRecognizationInput

DigitRecognizer

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updated 10 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

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updated 12 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)

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updated 12 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)

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updated 12 months ago

TSK Forecasting by Dmitrii Levin

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

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updated 1 year ago

DNNE Learning Algorithm by Monther Alhamdoosh

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

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updated 1 year ago

Classifying XOR gate using ann by Abhishek

Classifying XOR gate using ann (xor, neural networks)

xor_ann.m

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updated 1 year 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)

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updated 1 year ago

Iris flower classification using MLP by Baba Dash

Baba Dash (view profile)

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

MLP_iris.m

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updated 1 year ago

Simple Perceptron by Navid Razmjooy

Perceptron Classifying (neural networks, classification)

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

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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)

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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)

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updated almost 2 years 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

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updated 2 years 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

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updated 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

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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...

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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)

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updated 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)

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updated 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

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updated 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

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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

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updated almost 4 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

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updated almost 4 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)

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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

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updated almost 5 years ago

Gradient from Neural Network by Alan Jennings

Alan Jennings (view profile)

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

NN_DerivativeValidate

NN_GradientFunction(net)

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updated 5 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)

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