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updated 5 hours ago

Pattern Recognition Toolbox by Peter

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

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updated 1 day 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 3 days 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 14 days 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 24 days ago

DNNE Learning Algorithm by Monther Alhamdoosh

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

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updated 2 months ago

Classifying XOR gate using ann by Abhishek

Classifying XOR gate using ann (xor, neural networks)

xor_ann.m

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updated 3 months ago

AutoAssociativeNeuralNetwork.zip by Selva

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 5 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)

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updated 5 months ago

Iris flower classification using MLP by Baba Dash

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

MLP_iris.m

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updated 7 months ago

Face Detection System for MATLAB 2013a by Omid Sakhi

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

create_gabor

create_net

draw_rect (in,w)

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updated 7 months ago

Simple Perceptron by Navid Razmjooy

Perceptron Classifying (neural networks, classification)

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

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updated 8 months ago

Single Perceptron Learning by Suraj Kamya

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 10 months ago

Support Vector Neural Network (SVNN) by Oswaldo Ludwig

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 10 months ago

Madaline neural network for character recognition by Davide

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 10 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)

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...

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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

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updated 1 year 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 1 year 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 1 year 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 2 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 2 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 2 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 2 years ago

Neural Network Classifiers by Sebastien PARIS

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

test_NN

basicroc.m

ini_proto.m

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updated almost 3 years ago

A perceptron learns to perform a binary NAND function by fcatak

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 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)

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updated 3 years ago

Face Detection System by Omid Sakhi

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)

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updated 3 years ago

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

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 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)

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updated 4 years ago

create text matrix by Avishalom

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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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)

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updated 4 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)

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updated 4 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)

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updated 4 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

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updated almost 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)

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updated almost 5 years ago

Diffusive filling-in by Massimiliano Versace

The package contains a MATLAB implementation of diffusive filing-in model. (neural networks, perception, visual cortex)

CenterSurround1D(c)

Filling_in(varargin)

filling1D2N(q,u)

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updated 5 years ago

CONFIGR (CONtour FIgure and GRound) by Massimiliano Versace

CONFIGR (CONtour FIgure and GRound) is a model that performs long-range contour completion. (image processing, biological models vis..., neural networks)

A=sign01(B);

A=sign02(B);

ImageColor=SimpleRoadImage(Iin)

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updated 5 years ago

Fuzzy ARTMAP by Massimiliano Versace

This package contains an implementation of Fuzzy ARTMAP. (demo, neural networks, adaptive resonance th...)

ARTMAPgui(varargin)

ART_Activate_Categories(input, weight, bias, net)

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

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updated 5 years ago

Complement Coding by Massimiliano Versace

Complement Coding can be used to preprocess and normalize neural network input. (neural networks, reprocessing, adapive resonance the...)

Complement_Code(data,varargin)

compgui(varargin)

complement_example(varargin)

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updated 5 years ago

Simple cells (visual cortex) by Massimiliano Versace

One-dimensional stand-alone implementation of a model of a cortical simple cell (neural networks, visual cortex, simple cells)

main_gui(varargin)

run_example(varargin)

simplecell(data,varargin)

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updated 5 years ago

MOtion DEcision (MODE) model by Massimiliano Versace

MOtion DEcision (MODE) model is a neural model of perceptual decision-making. (neural networks, mathematics, signal processing)

FDnew(varargin)

MODEgui(varargin)

RTnew(varargin)

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updated 5 years ago

GUI4GUI by Massimiliano Versace

A GUI for building GUIs (simulation, modeling, neural networks)

Fixed_duration_task_GUI(varargin)

Menu_creation_gui(varargin)

Reaction_time_task_GUI(varargin)

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updated 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)

P=W_to_param(W,N_in);

W=params_to_W(P,N_in);

[W]=initializegnn_static(m,n,N_h,overlapfactor)

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updated 5 years ago

Run WEKA from MATLAB by Gerald Augusto Corzo Perez

Link WEKA and Matlab and run Model Trees, NNs, support vector regression, Linear R, etc (model tree, neural networks, support vector regres...)

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updated 5 years ago

Back Propogation Algorithm by Anshuman Gupta

The code implements the Back prop algorithm for MLPs. (back propogation, neural networks, mlp)

[W,B,delw]=initialise(l,no)

BacProp.m

plotter.m

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updated 6 years ago

Neural Network for pattern recognition- Tutorial by Alaa Eleyan

simple 3 class recognition using back propagation neural networks (application, neural networks, pattern recognition)

NN_tutorial.m

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updated 6 years ago

Linear matrix-based neural network by Povilas Daniu?is

A novel learning algorithm for matrix-based data (fuzzy logic, neural networks, small sample)

nMatReg.m

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updated 6 years ago

GUI for fuzzy based Washing Machine by Rakesh patel

design washing machine using fuzzy logic (fuzzy logic, neural networks, washing machine)

gui1(varargin)

help1(varargin)

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updated 6 years ago

ANN by Giampiero Campa

Adaptive Neural Networks (fuzzy logic, neural networks, adaptive neural netwo...)

demos

contents.m

ann.mdl

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updated 6 years ago

Neural Network training using the Extended Kalman Filter by Yi Cao

A function using the extended Kalman filter to train MLP neural networks (fuzzy logic, neural networks, parameter estimation)

[theta,P,e]=nnekf(theta,P,x,y,Q,R)

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updated 6 years ago

Neural Network training using the Unscented Kalman Filter by Yi Cao

A function using the unscented Kalman filter to train MLP neural networks (fuzzy logic, neural networks, parameter estimation)

[theta,P,e]=nnukf(theta,P,x,y,Q,R)

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