artificial neural network paper presentation ppt
a facial expression classification system integrating canny, principal component analysis and artificial neural network
Ngày tải lên :
28/04/2014, 10:06
... with Rapid Facial Expression
Classification Using Artificial Neural Network [10], Facial
Expression Classification Using Multi Artificial Neural
Network [11] in the same JAFFE database.
TABLE ... Facial
Expression
Classification Using
Artificial Neural
Networks [10]
73.3%
Facial Expression
Classification Using
Multi Artificial Neural
Network [11]
83.0%
Proposal System ... Rapid Facial Expression
Classification Using Artificial Neural Networks [10] and
Facial Expression Classification Using Multi Artificial
Neural Network [11] (only used ANN).
Beside, this method...
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facial expression classification based on multi artificial neural network
Ngày tải lên :
28/04/2014, 10:06
... many Neural
Networks together, so we call it Multi Artificial Neural Network (MANN).
3 Multi Artificial Neural Network apply for image classification
3.1 The proposal MANN model
Multi Artificial ... any in L given classes, the Artificial Neural
Network identify and report results to the outside given classes.
In this paper, we propose the Multi Artificial Neural Network (MANN) model to
apply ... into
responsive class using a Neural Network called Sub Neural Network (SNN) of
MANN. Lastly, we use MANN’s global frame (GF) consisting some Component
Neural Network (CNN) to compose the classified...
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backpropagation artificial neural network in c++ - codeproject
Ngày tải lên :
28/04/2014, 10:10
... and 1.0.
Neural Network Classes
The neural network is composed from the following classes:
ANNetwork
ANNLayer
ANeuron
ANLink
The ANNetwork class contains the implementation of the neural network ... 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, ... plr->neurons[n];
Articles » General Programming » Algorithms & Recipes » Neural Networks
Backpropagation Artificial Neural Network in C++
By Chesnokov Yuriy, 20 May 2008
Download demo - 95.7 KB
Download...
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Tài liệu Handbook of Neural Network Signal Processing P1 ppt
Ngày tải lên :
12/12/2013, 23:15
... Artificial Neural Network (ANN) Models — An Overview
1.2.1 Basic Neural Network Components
A neural network is a general mathematical computing paradigm that models the operations of bio-
logical neural ... basic
neural network structures and how they impact signal processing algorithms and applications. A
challenge in surveying the field of neural network paradigms is to identify those neural network
structures ... for integrating neural networks with other
signal processing algorithms. Another important issue is how to evaluate neural network paradigms,
learning algorithms, and neural network structures...
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Tài liệu Neural Network Applications ppt
Ngày tải lên :
17/12/2013, 06:15
... computational
performance and application domain for various neural network architectures.
4.2 Artificial Neural Networks
Artificial neural networks have emerged in recent years as a major means ... CRC Press LLC
4
Neural Network
Applications for
Group Technology
and Cellular
Manufacturing
4.1 Introduction
4.2 Artificial Neural Networks
4.3 A Taxonomy of Neural Network Application
for ... Deterministic neural network models do not have the capability
to escape from local optimal solution. Stochastic neural network models attempt to avoid local optimal
solutions. Stochastic neural network...
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Tài liệu Neural Network Applications to Manufacturing Processes: Monitoring and Control pptx
Ngày tải lên :
25/12/2013, 19:15
... Various neural network based monitoring and control schemes. (a) A neural identifier combined with
an adaptive controller. (b) A gain-tuning neural network controller. (c) A feedforward neural ...
model
process
optimizer
PI
process
neural model
(a) The proposed synthesis scheme
n
F
z
F
DD
Ra
neural
network
(b) The K-P network- based process
model
f
d
d
DD
Ra
neural
network
(c) The MLP-based quality model
v
f
©2001 CRC Press ... and so on. To monitor
TABLE 12.1
Types of Sensor Signals and Neural Networks in Monitoring
Process Sensor Signal Neural Network Quality Variable
Turning Force
Diffraction image
Perceptron
Perceptron
Surface...
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Tài liệu KRONE - White paper - TrueNet - Network Troubleshooting - 2001 pptx
Ngày tải lên :
16/01/2014, 21:20
... a good
indicator of how the real network will perform, and second,
a traffic generator has its own network interface cards
(NICs), so it isn’t really your network we would be testing.
See what ... significant
source of difficult-to-diagnose network problems.
Field tests of corporate networks while they are running
have repeatedly verified that network signals can be
compromised by both ... (TCP) performance in particular,
when errors are present in a network. To summarize these
in-depth papers: no matter how well your network is
designed, or how much bandwidth you have, an error...
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Tài liệu Fuzzy Neural Network and Wavelet for Tool Condition Monitoring ppt
Ngày tải lên :
23/01/2014, 01:20
... the neural network. The model in Figure 15.2(b) shows that the fuzzy system can be
controlled by the neural network; the inference processing of the fuzzy system is responded to by the
neural network.
... neural network is presented to describe the relationship
between the tool wear conditions and the monitoring features.
15.2 Fuzzy Neural Network
15.2.1 Combination of Fuzzy System and Neural ...
à
[0,1].
To test the fuzzy neural network (FNN), it is compared with the BP neural networks (BPNN) [22].
Under the same conditions (training sample, networks structure (5
ì
5), learning...
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hci neural network final paper
Ngày tải lên :
28/04/2014, 10:11
... image file, each containing a slightly different representation of the
character portrayed in the image.
Neural Network Design
The neural network had three layers: an input layer consisting ... the neural network
was still able to recognize many of the characters. While 65% accuracy is still far below
the 97% users demand, 2D image recognition is only part of the solution neural networks ... (Leung).
While neural networks are a promising solution there are some short term
problems. Conducting experiments on this project, it became clear that correctly training
a neural network can...
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báo cáo hóa học: " A biologically inspired neural network controller for ballistic arm movements" ppt
Ngày tải lên :
19/06/2014, 10:20
... hypotheses. To this purpose, the use of
Artificial Neural Networks has been proposed to represent and interpret the movement of upper limb. In
this paper, a neural network approach to the modelling ... use of Artificial
Neural Networks (ANN) because of their capabilities to
adapt and to generalise to new situations. In order to link
the neural learning/adaptation processes to their artificial
replica, ... environment.
Conclusion
A neural- network motor controller able to simulate the
ballistic movements of an arm has been presented. This
controller is implemented by means of a neural network
that simulates...
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Artificial Neural Networks Industrial and Control Engineering Applications Part 7 pptx
Ngày tải lên :
20/06/2014, 00:20
... Multilayer Feed forward Neural Network
are universal Approximate .
Neural Network. 2, pp. 359-366 Huang Y, Kangas LJ, &
Rasco BA. (2007). Applications of artificial neural networks (ANNs) in ... 1. Biological Neuron
2.1 Artificial Neural Network (ANN)
An artificial neural network (ANN) is a data processing system based on the structure of the
biological neural simulation by learning ... knowledge with the learning capabilities
of Artificial Neural Networks (ANN). The intelligent modeling approach of models
employing Artificial Neural Network in combination with other data analysis...
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Artificial Neural Networks Industrial and Control Engineering Applications Part 8 pptx
Ngày tải lên :
20/06/2014, 00:20
... the value of the
network 5. Therefore, the network 4 is the networks which this laboratory needs.
Through the above analysis of training results, we use the network 4 as Neural Network
which ... Systems, 2, 312-355, ISSN: 0891-2513
Cartwright, H. M. (2008). Artificial neural networks in biology and chemistry. In: Artificial
neural networks : methods and applications. Livingstone, D. (Ed.), ... capacity,
this paper designs a artificial neural network with three inputs and ten neurons and one
output that can be used to predict the SOC of nickel hydrogen power battery. The neural
network puts...
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Artificial Neural Networks Industrial and Control Engineering Applications Part 9 pptx
Ngày tải lên :
20/06/2014, 00:20
... connections between the layers.
Neural network perform two major functions which are training (learning) and testing
(recall). Testing occurs when a neural network globally processes the stimulus ... The same network setting parameters is used for training the other 2 networks.
3.1.3 Pre-testing and simulation
After the networks have been trained, next step is to simulate the network. The ... Neural Network State Vector in Power Systems
277
Fig. 10. Tracked frequency (Hz)
Fig. 11. Phase-A voltage (kV)
Fig. 12. Complex normalized rotating state vector (
1
A
n
)
Artificial...
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Artificial Neural Networks Industrial and Control Engineering Applications Part 11 pptx
Ngày tải lên :
20/06/2014, 00:20
... experiment
NEURAL NETWORK
z
-1
T
D
M
(k)
z
-1
z
-1
z
-1
E(k)
NEURAL NETWORK
z
-1
T
D
M
(k)
z
-1
z
-1
z
-1
E(k)
Fig. 6. Formal scheme of the neural model
Now, topology of the neural network has ... with neural networks is described e.g. in [Norgaard et al., 2000].
Inverse
Neural
Model
u
Plant
Forward
Neural
Model
y
S
y
M
w
S
v
Filter
Inverse
Neural
Model
u
Plant
Forward
Neural ... cutting conditions during cutting by
using neural networks. Robotics and Computer Integrated Manufacturing, Vol. 19,
(189-199).
Artificial Neural Networks - Industrial and Control Engineering...
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