Type of neural network

I am starting to work with neural networks. I am wondering what kind of neural network this is? Is is an Artificical Neural Network, a Convolutional Neural Network, or a Recurrent Neural Network? I generated this code with the Neural Pattern Recognition app.

% Solve a Pattern Recognition Problem with a Neural Network

% Script generated by Neural Pattern Recognition app

% Created 29-Jul-2021 10:43:09

% This script assumes these variables are defined:

% wineInputs - input data.

% wineTargets - target data.

x = wineInputs;

t = wineTargets;

% Choose a Training Function

% For a list of all training functions type: help nntrain

% 'trainlm' is usually fastest.

% 'trainbr' takes longer but may be better for challenging problems.

% 'trainscg' uses less memory. Suitable in low memory situations.

trainFcn = 'trainscg'; % Scaled conjugate gradient backpropagation.

% Create a Pattern Recognition Network

hiddenLayerSize = 10;

net = patternnet(hiddenLayerSize, trainFcn);

% Setup Division of Data for Training, Validation, Testing

net.divideParam.trainRatio = 70/100;

net.divideParam.valRatio = 15/100;

net.divideParam.testRatio = 15/100;

% Train the Network

[net,tr] = train(net,x,t);

% Test the Network

y = net(x);

e = gsubtract(t,y);

performance = perform(net,t,y)

tind = vec2ind(t);

yind = vec2ind(y);

percentErrors = sum(tind ~= yind)/numel(tind);

% View the Network

view(net)

% Plots

% Uncomment these lines to enable various plots.

%figure, plotperform(tr)

%figure, plottrainstate(tr)

%figure, ploterrhist(e)

%figure, plotconfusion(t,y)

%figure, plotroc(t,y)

Answer 1

[Vignesh Murugavel]

Pattern recognition networks are feedforward networks that can be trained to classify inputs according to target classes

Refer Link: https://www.mathworks.com/help/deeplearning/ref/patternnet.html

A feedforward neural network is an artificial neural network wherein connections between the nodes do not form a cycle.As such, it is different from its descendant: recurrent neural network (check wiki)