artificial neural network code in matlab
Neural Network Toolbox in Matlab
Ngày tải lên :
28/04/2014, 10:17
... enter:
net=train(net,houseInputs,houseTargets);
During training, the following training window opens. This window displays
training progress and allows you to interrupt training at any point by
clicking
Stop Training.
... First printing
April 1993 Second printing
January 1997 Third printing
July 1997 Fourth printing
January 1998 Fifth printing Revised for Version 3 (Release 11)
September 2000 Sixth printing Revised ... sections explain how to use three graphical tools for training neural
networks to solve problems in function fitting, pattern recognition, and
clustering.
Neural Network
including connections...
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backpropagation artificial neural network in c++ - codeproject
Ngày tải lên :
28/04/2014, 10:10
...
The binary floating point file format is expedient when you have a large amount of data. The data is saved in a
separate file as a sequence of floating point numbers in binary format, using 4 ... backprop training are optional. You may use them for validation
and testing of your network, for input data normalization, and error limits during training process.
>ann1dn t network. nn data1_file ... layer:
ANNetwork::ANNetwork(const wchar_t *fname);
ANNetwork::ANNetwork(int layers_number, int *neurons_per_layer);
int nerons_per_layer[4] = {128, 64, 32, 10};
ANNetwork *ann = new ANNetwork(4,...
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Tài liệu Neural Network Applications in Intelligent doc
Ngày tải lên :
17/12/2013, 06:15
... leadscrew grinding process
using neural networks, Computers in Industry, 23, 169, 1993.
86. Chen, J. S., Neural network- based modeling and error compensation of thermally-induced spindle
errors, International ... the
use of neural networks is still constrained to simulations on sequential computing machines. Training
a large network using a sequential machine can be time-consuming. Fortunately, training usually ... types of
neural networks included ART networks, Hopfield networks, and SOM neural networks. Weaknesses of
neural networks for modeling and design of manufacturing systems result from neural networks...
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a facial expression classification system integrating canny, principal component analysis and artificial neural network
Ngày tải lên :
28/04/2014, 10:06
... Rapid Facial Expression
Classification Using Artificial Neural Network [10], Facial
Expression Classification Using Multi Artificial Neural
Network [11] in the same JAFFE database.
TABLE IV. ... Facial
Expression
Classification Using
Artificial Neural
Networks [10]
73.3%
Facial Expression
Classification Using
Multi Artificial Neural
Network [11]
83.0%
Proposal System ... than Rapid Facial Expression
Classification Using Artificial Neural Networks [10] and
Facial Expression Classification Using Multi Artificial
Neural Network [11] (only used ANN).
Beside, this...
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facial expression classification based on multi artificial neural network
Ngày tải lên :
28/04/2014, 10:06
... called local training. Phase (2) is to train CNN(s) in GF one-by-
one called global training.
In local training phase, we will train the SNN
1
first. After that we will train SNN
2
,
SNN
m
. ... local training
In the global training phase, we will train the CNN
1
first. After that we will train
CNN
2
,…,CNN
L
.
Fig 8. CNN1 global training
On the other approach is building the ... it Multi Artificial Neural Network (MANN).
3 Multi Artificial Neural Network apply for image classification
3.1 The proposal MANN model
Multi Artificial Neural Network (MANN), applying for...
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Estimation of Proper Strain Rate in the CRSC Test Using a Artificial Neural Networks
Ngày tải lên :
22/03/2013, 15:01
... for predicting proper strain rate
involved three phases
First, data collection phase involved gathering the data for use in
training and testing the neural network. A large training data reduces ... of under-sampling the nonlinear function, but increases the
training time. To improve training, preprocessing of the data to values
between 0 and 1 was carried out before presenting the patterns ... squared
error over all the training patterns was minimized. Experiment were
carried out using a number of combinations of input parameters to
determine the neural network model that gave the...
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Artificial Neural Networks - a Useful Tool in Air Pollution and Meteorological Modelling pdf
Ngày tải lên :
29/03/2014, 21:20
...
should be divided into several sets (training, testing, production, on-line, remaining). The
training set is used to adjust the interconnection weights of the MPNN model. The testing
set is used ... local minimum far from the global one. During the learning process,
the network should be periodically tested on the testing set (not included in the training set)
www.intechopen.com
Artificial ... perceptron neural network (Božnar et al, 1993), but in the following
years we use an artificial neural networks in several other applications that differ very much
each another.
In this article we intend...
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application of back-propagation neural network in data forec
Ngày tải lên :
28/04/2014, 10:18
... training, and testing.
CONTENT
CONTENT
Introduction
Introduction
Steps in data forecasting modeling
Steps in data forecasting modeling
using neural network
using neural network
Determine network s ... forecasting modeling using neural network
Steps in data forecasting modeling using neural network
The major steps in design the data forecasting model is as follow:
１ . Choosing variables
２． ...
Back-Propagation neural
Back-Propagation neural
network in data forecasting
network in data forecasting
Le Hai Khoi, Tran Duc Minh
Le Hai Khoi, Tran Duc Minh
Institute Of Information Technology – VAST
Institute...
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Artical - Neuron Network - Sử dụng Matlab để huấn luyện mạng ANN
Ngày tải lên :
04/10/2012, 11:52
... 2004.
[10]. Using neural network to predict
performance of design-build projects in
Singapore- Florence Yean Yng Ling, Min
Liu. Building and Environment, 2004.
[11]. Improving the COCOMO model using ... Engineering and
Management, 1998.
[9]. Neural Network Model to Support
international Market Entry Decisions by
Irem Dikmen and M.Talat Birgonul.
ASCE, Journal of Construction Engineering ... Estimating software development effort
with connectionist models by Gerhard
Wittig, Gavin Finnie, 1997.
[4]. A Learning Vector Quantization Neural
Network Model for the Classification of
Industrial...
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Automatic text extraction using DWT and Neural Network
Ngày tải lên :
05/11/2012, 14:51
... algorithm on a neural network.
The training of the neural network is based on the
features we obtain from the DWT detail component
sub-bands. As shown in Figure 6, the proposed neural
network architecture ... definite non-edge points. Real text edges are
detected using an edge-strength-smoothing operator
and an edge-clustering-power operator. Finally, they
employ a string-oriented coarse-to-fine ... According to these features, the text regions
are obtained using a neural network. The final results
are shown in Figure 8(c).
4. Conclusion
This paper presents a method for extracting text...
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Text extraction from name cards using neural network
Ngày tải lên :
05/11/2012, 14:54
... Cards Using Neural Network
Lin Lin
School of Computing
National University of Singapore
Singapore, 117543
+65-6874-2784
linlin@comp.nus.edu.sg
Chew Lim Tan
School of Computing
National ... can handle any nonlinear
relationship after training including the complicated inter-
relationship between the features. Making use of neural
networks will also make the features useful for ...
different type of images.
To train the neural network, we create a
Backpropagation neural network consisting of 14 inputs
nodes, 20 hidden nodes, and 1 output node. Since we
extract features directly...
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MOBILE NETWORK SERVICES IN VIETNAM
Ngày tải lên :
22/04/2013, 15:35
... business, to introduce the trends in providing
services in the future and to find the attitude of people who are using services of providers.
3. Definitions of the Key Terms
- Mobile network (cellular ... providers are advancing social network in
mobile, making it more specialized, improving to personalize position services, and upgrading
security. Moreover they are also finding the way to make ... Mobile Network Services in
Vietnam …………………………………………………
3
1. The Origin of Mobile Network …………………………… 3
2. The Development of Mobile Network services………………. 3
3. Mobile Network Business in Vietnam………………………...
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