neural network classification of deletions and hybrids
Adaptive control and neural network control of nonlinear discrete time systems
Ngày tải lên :
14/09/2015, 08:39
... Background of neural network 10 1.2.2 Adaptive NN control of nonaffine systems 11 1.2.3 1.3 Adaptive Neural Network Control Adaptive NN control of multi-variable ... determinant of matrix A the set of eigenvalues of A the maximum eigenvalue of real symmetric matrix A the minimum eigenvalue of real symmetric matrix A the absolute value of number a the index of maximum ... idea to study the computational abilities of networks composed of simple models of neurons in the 1940s [119] Neural network, like human’s brain, consists of massive simple processing units which...
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INTERNATIONAL CLASSIFICATION OF GOODS AND SERVICES FOR THE PURPOSES OF THE REGISTRATION OF MARKS (NICE CLASSIFICATION) pptx
Ngày tải lên :
30/03/2014, 06:20
... common classification of goods and services for the purposes of the registration of marks (hereinafter designated as “the Classification ) (2) The Classification consists of: (i) a list of classes, ... competent Offices of the countries of the Special Union shall include in the official documents and publications relating to registrations of marks the numbers of the classes of the Classification ... machines and machine tools (consult the Alphabetical List of Goods); – hand tools and implements, hand-operated (Cl 8); – motors and engines for land vehicles (Cl 12) CLASS Hand tools and implements...
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INTERNATIONAL CLASSIFICATION OF GOODS AND SERVICES FOR THE PURPOSES OF THE REGISTRATION OF MARKS (NICE CLASSIFICATION) doc
Ngày tải lên :
30/03/2014, 06:20
... competent Offices of the countries of the Special Union shall include in the official documents and publications relating to registrations of marks the numbers of the classes of the Classification ... machines and machine tools (consult the Alphabetical List of Goods); – hand tools and implements, hand-operated (Cl 8); – motors and engines for land vehicles (Cl 12) CLASS Hand tools and implements ... predecessor of WIPO - in 1935 It was that Classification, consisting of a list of 34 classes and an alphabetical list of goods, that was adopted under the Nice Agreement and later expanded to embrace...
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Báo cáo khoa học: "Neural Network Recognition of Spelling Errors" docx
Ngày tải lên :
31/03/2014, 04:20
... performed with two variables, FLLB type and local/distributed, for each of four types of error A test corpus of similarly-spelled words was developed from a list of American English homophones (Antworth ... test set of 150 words for each type of e r r o r - substitution, reversal, insertion and deletion The errors were created by han& evenly distributed through the beginning, middle and end of words ... more significant between and 15 than between 100 and 110 To evaluate network performance for a test set, measures of central tendency are computed for the rank scores of the test set Since large...
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neural network models for formation and control
Ngày tải lên :
28/04/2014, 10:16
... tended to minimize the following quadratic measure of performance: the integral of the square of thejerk (rate of change of acceleration) of the hand position $(x, y)$ , integrated over the entire ... control of the robotic manipulator by an inverse-dynamics model made of a three-layer neural network (Fig 5) $\frac{A^{u}}{*,4}$ In this network, nonlinear transformation was made only of cascade of ... trajectory and the associated motor command (torque) can be determined simultaneously That is, the three problems of trajectory formation, coordinates transformation and generation of motor command...
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Báo cáo nghiên cứu khoa học: " NEURAL NETWORK CONTROL OF PNEUMATIC ARTIFICIAL MUSCLE MANIPULATOR FOR KNEE REHABILITATION" pps
Ngày tải lên :
22/07/2014, 02:20
... error of 1[0][8] An intelligent control using a neuro-fuzzy network was proposed by Iskarous and Kawamura [9] A hybrid network that combines fuzzy and neural network was used to model and control ... to combine neural network with PID control It is anticipated that the combination will take the advantage of simplicity of PID control and the neural network s powerful capability of learning, ... initial values of Kp, Ki and Kd are set to be the same of the control parameters of PID controller The purpose of this experiment is to show the effectiveness of the adaptability of control parameter...
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Báo cáo khoa học: "Nutrient concentrations in Pinus radiata D Don needles in the Basque Country (Spain): preliminary classification of parameters and sites" pptx
Ngày tải lên :
08/08/2014, 23:22
... nutritional balance of nitrogen and phosphorus than that of other sites CLASSIFICATION OF SITES AND PHYSIOGRAPHICAL AND NUTRITIONAL PARAMETERS BY MEANS OF CORRELATION ANALYSIS AND PRINCIPAL COMPONENT ... needles)* The values of needles of the same age collected in the autumn of 1989 and 1990 indicate a certain tendency of the calcium concentration to drop, with the exception of trees of the Ansorregi ... territory of the Basque Country were chosen according to location of urban and industrial areas, symptoms of damage, age of trees and their geographical situation The physiographical and tree...
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Adaptive neural network control of discrete time nonlinear systems
Ngày tải lên :
15/09/2015, 21:13
... contributions and organization of this thesis are presented in Sections 1.2, 1.3 and 1.4 respectively 1.1 Adaptive Neural Network Control of Nonlinear Systems 1.1 1.1.1 Adaptive Neural Network Control of ... List of Figures ix List of Tables xii Introduction 1.1 Adaptive Neural Network Control of Nonlinear Systems 1.1.1 Neural Networks 1.1.2 Adaptive NN Control of Continuous-time ... Network Control of Nonlinear Systems Neural Networks Artificial neural networks (ANNs) are inspired by biological neural networks, which usually consist of a number of simple processing elements, call...
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Neural network forecasts of singapore property stock returns using accounting ratios
Ngày tải lên :
26/11/2015, 22:57
... Appendix Neural Network Results of MCL Land 105 Appendix 10 Neural Network Results of Orchard Parade HDG .106 Appendix 11 Neural Network Results of Singapore Land 107 Appendix 12 Neural Network ... Results of Capitaland 101 Appendix Neural Network Results of Hong Fok Corporation 102 Appendix Neural Network Results of Keppel Land 103 Appendix Neural Network Results of Marco ... BP Neural Networks 66 4.3.1 Architecture of BP Neural Networks in Forecasting .66 4.3.2 The Model of OSL Neural Networks and Logit Neural Networks 68 4.4.3 The Monte Carlo Neural...
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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
... COMPARATION CLASSIFICATION RATE OF METHODS Method Rapid Facial Expression Classification Using Artificial Neural Networks [10] Facial Expression Classification Using Multi Artificial Neural Network ... nodes and = 0.3 to apply for recognition of six basic facial expressions Fig Structure of MLP Neural Network TABLE I OUTPUT NODE CORRESPONDING TO ANGER, FEAR, SURPRISE, SAD, HAPPY, DISGUST AND ... 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 does...
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landscape image of regional tourism classification using neural network
Ngày tải lên :
28/04/2014, 10:06
... is the dimensions of the feature vector, and L is the number of classes This model applies for landscape image classification MANN model has m Sub -Neural Network SNNi (i=1 m) and a Global Frame ... (m=4,n=5,L=3) for landscape image of regional tourism classification Thus, MANN model in this case has four SNN(s) and one GF consisting of three CNN(s) The ith (i=1 4) feature vector of an image will ... node of MANN, see Fig In our implementation uses back-propagation Neural Network which has layers with the transfer function is sigmoid function [4] for SNN and CNN The number of hidden nodes of...
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Báo cáo hóa học: " Research Article Comparing Robustness of Pairwise and Multiclass Neural-Network Systems for Face Recognition" pot
Ngày tải lên :
22/06/2014, 19:20
... face image sets, the number of classes and number of samples per subject were 40 and 10, 38 and 60, and 150 and 20, respectively 4.3 Impact of data density in case of synthetic data These experiments ... Implementation of recognition systems In our experiments, both pairwise and standard multiclass neural networks were implemented in Matlab, using neural networks Toolbox The pairwise classifiers and the ... space of two variables, p1 and p2 that allowed us to visualise the boundaries between the classes Each of these variables ranges between and In theory, multiclass neural networks with two hidden and...
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Neural network adaptive force and motion control of robot manipulators in the operational space formulation
Ngày tải lên :
14/09/2015, 08:50
... and upper bounds of Mx (q) , respectively n the number of joints N1 , N2 and N3 the number of neurons in layers 1, and 3, respectively, for an NN output vector N1 , N2 and N3 ×N4 the number of ... definition of Z = diag[W, V] ˆ ˜ Z, Z ˆ the estimate of Z and the error between Z and Z, respectively xiv LIST OF TABLES 4.1 Performance comparison in term of the maximum of the magnitude of the ... number of degree -of- freedom of the operational space coordinates and it is also independent of end-effector configuration parameters Note, for a manipulator, whose the number of degree -of- freedom of...
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ROTARY INVERTED PENDULUM AND CONTROL OF ROTARY INVERTED PENDULUM BY ARTIFICIAL NEURAL NETWORK
Ngày tải lên :
31/10/2015, 10:42
... with noise Table Result of identifying Form of neural Number of neunetwork rons in hidden layer FF FF 10 FF 20 FF 40 when number of neurons changes Number of train- Speed of Error (MSE) ing time ... pendulum of input and outputs Supervised learning uses the input and output data to train the network and the training data is derived from the model of pendulum system with the PID controller of two ... of Matlab in next sections III IDENTIFYING AND CONTROLLING ROTARY INVERTED PENDULUM SYSTEM BY ARTIFICIAL NEURAL NETWORK The artificial neural network (ANN) is trained to identify the system of...
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Artificial Neural Network Identification And Control Of The Inverted Pendulum
Ngày tải lên :
24/09/2016, 17:26
... parallelism of neural networks Artificial neural networks (ANN) have memory The memory in neural networks corresponds to the weights in the neurons Neural networks can be trained offline and then ... Diagram of neuron model 18 Advantages of ANN’s The main advantage of neural networks is that it is possible to train a neural network to perform a particular function by adjusting the values of connections ... because of this, standard feedback controllers were developed and tested The next chapter in the report discusses the theory and operation of artificial neural networks 17 Artificial Neural Netw...
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Automatic text extraction using DWT and Neural Network
Ngày tải lên :
05/11/2012, 14:51
... features of candidate text regions Those features are used as the input of a neural network for training based on the back-propagation algorithm for neural networks After the neural network is ... 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 ... operation of 2-D Haar DWT (c) the column operation of 2-D Haar DWT O u u t n o d e H id d e n n o d e In p u t n o d e LH HL HH Figure Proposed architecture of the neural network 2.2 Neural Network...
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Tài liệu Handbook of Neural Network Signal Processing P2 docx
Ngày tải lên :
12/12/2013, 23:15
... generalized state vector s as an input to a neural network and obtain the output y(t) from the output of the neural network One such example is the time-delayed neural network (TDNN) that can be described ... using neural networks In the first part, in-depth surveys of recent progress of neural network computing paradigms are presented Part One consists of five chapters: • Chapter 1: Introduction to Neural ... extension of the conventional PCA • Chapter 9: Applications of Artificial Neural Networks to Time Series Prediction In this chapter, Liao, Moody, and Wu provide a technical overview of neural network...
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Tài liệu Handbook of Neural Network Signal Processing P1 ppt
Ngày tải lên :
12/12/2013, 23:15
... nature of neural networks, the ability of neural networks to learn from their environments in supervised and/ or unsupervised ways, as well as the universal approximation property of neural networks ... Dynamic Neural Networks and Optimal Signal Processing Blind Signal Separation and Blind Deconvolution Neural Networks and Principal Component Analysis Diamantaras Applications of Artificial Neural Networks ... a dynamic neural network for optimal signal processing, blind signal separation and blind deconvolution, a neural network for principal component analysis, and applications of neural networks...
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Tài liệu Neural Network Applications to Manufacturing Processes: Monitoring and Control pptx
Ngày tải lên :
25/12/2013, 19:15
... functionalities of neural networks, they provide monitoring systems and networkbased control systems with capabilities of handling time-varying parameters and uncertainty, and suppressing process noise and ... variance of torque, x4 = mean of torque in retraction stroke, x5 = mean of thrust force, x6 = covariance of torque and force, x7 = correlation of torque and thrust force, x8 = correlation of torque and ... nonlinear classification performance Among many neural network approaches, the LVQ neural network classifier [Kim and Cho, 1995] is one example of such neural network applications for solder joint inspection...
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