neural network and fuzzy logic ppt

Ngày tải lên: 23/03/2014, 22:21

... the tool wear conditions and the monitoring features. 15.2 Fuzzy Neural Network 15.2.1 Combination of Fuzzy System and Neural Network Fuzzy system (FS) and neural networks (NN) are powerful ... by the neural network; the inference processing of the fuzzy system is responded to by the neural network. 15.2.2 Fuzzy Neural Network In this chapter, a new neural network with fuzzy inference ... transforms [2], fuzzy inference [3–5], fuzzy neural networks [6–9], etc., have been established, in which all forms of tool condition can be monitored. Fuzzy systems and neural networks are complementary...

Ngày tải lên: 23/01/2014, 01:20

Ngày tải lên: 18/04/2014, 12:29

... Transform and Data Compression Handbook K.R. Rao and P.C. Yip Handbook of Multisensor Data Fusion David Hall and James Llinas Handbook of Neural Network Signal Processing Yu Hen Hu and Jenq-Neng ... systems, applications of neural networks to biomedical image processing, and a hierarchical fuzzy neural network for pattern classification. The theory and design of artificial neural networks have advanced ... Contents 1 IntroductiontoNeuralNetworksforSignalProcessingYuHenHuandJenq- NengHwang 2 SignalProcessingUsingtheMultilayerPerceptronMichaelT.Manry,Hema Chandrasekaran,andCheng-HsiungHsieh 3 RadialBasisFunctionsAndrewD.Back 4 AnIntroductiontoKernel-BasedLearningAlgorithmsKlaus-RobertMỹller, SebastianMika,GunnarRọtsch,KojiTsuda,andBernhardSchửlkopf 5 CommitteeMachinesVolkerTresp 6 DynamicNeuralNetworksandOptimalSignalProcessingJoseC.Principe 7 BlindSignalSeparationandBlindDeconvolutionScottC.Douglas 8 NeuralNetworksandPrincipalComponentAnalysisKonstantinosI. Diamantaras 9 ApplicationsofArticialNeuralNetworkstoTimeSeriesPredictionYuansong Liao,JohnMoody,andLizhongWu 10 ApplicationsofArticialNeuralNetworks(ANNs)toSpeechProcessingShigeru Katagiri 11 LearningandAdaptiveCharacterizationofVisualContentsinImageRetrieval SystemsPaisarnMuneesawang,Hau-SanWong,JoseLay,andLingGuan 12 ApplicationsofNeuralNetworkstoImageProcessingTỹlayAdali,YueWang, andHuaiLi 13 HierarchicalFuzzyNeuralNetworksforPatternClassicationJinshiuhTaur, Sun-YuanKung,andShang-HungLin â...

Ngày tải lên: 12/12/2013, 23:15

... 1 Advanced Network and System Administration Accounts and Namespaces 13 LDIF  LDAP Interchange Format.  Standard text format for storing LDAP configuration data and directory contents.  LDIF ... Operations  Client Session Operations  Bind, unbind, and abandon  Query and Retrieval Operations  Search and compare  Modification Operations  Add, modify, modifyRDN, and delete 4 Directories vs. Databases  Directories ... empty DN and password. Simple Authentication Binds with DN and password. Cleartext. Simple Authentication over SSL/TLS Use SSL to encrypt simple authentication. Simple Authentication and Security...

Ngày tải lên: 20/01/2014, 06:20

... and ubiquitin C-terminal hydrolase (specific markers for neural and neuroendocrine tissues) were found in rat long bones at embryonic day 15, in the diaphyseal and metaphyseal perichondrium, and ... adrenergic and cholinergic in nature, and originate from paravertebral sympathetic ganglia [16]. Experimental nerve deletion and immunohisto- chemistry analysis have shown that both myelinated and unmyelinated ... that vary in their binding profiles and in their distribution in the central nervous system and periphery. Y1, Y2 and Y5 are the best characterized NPY receptors, and the majority of NPY functions...

Ngày tải lên: 18/02/2014, 04:20

Ngày tải lên: 14/03/2014, 20:20

Ngày tải lên: 20/03/2014, 20:20

Ngày tải lên: 21/06/2014, 20:20

... schematic of the measurement arrangement and a neural network training procedure [Woo and Cho, 1998]. The neural network used is a multilayer perceptron and it adopts the error backpropagation ... 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 ... 1992. A neural network approach to on-line monitoring of a turning process, IEEE International Joint Conference on Neural Networks, vol. 2, pp. 889-894. Kim, J.H., and Cho, H.S. 1995. Neural network- based...

Ngày tải lên: 25/12/2013, 19:15

... ISRR-ANN 4-5-1, and ISRR-ANN 4-7-7-1 models are 95.78%, 95.87%, and 99.27%, respectively. 16.5.2 Conclusions The fuzzy logic and neural- networks-based ISRR models demonstrated that learning and reasoning capabilities ... methodologies are artificial neural networks (ANN) and fuzzy neural (FN) systems. An overview of these two approaches follows in the next section. 16.2.1 Neural Networks Model Several learning ... Inference Engine ISRR-FN Ra Machining Process Machining Parameters Workpiece Vibration Spindle Rotation Accelerometer Sensor Proximity Sensor Spindle Speed Depth of Cut Feed Rate â2001 CRC Press LLC 16 Neural Networks and Neural- Fuzzy Approaches in an In-Process Surface Roughness Recognition System for End Milling...

Ngày tải lên: 23/01/2014, 01:20

Ngày tải lên: 12/04/2014, 10:53

Ngày tải lên: 27/06/2014, 00:20

... 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 ... the neural network 2.2 Neural Network In this subsection, text extraction from static image or video sequences is accomplished using the back-propagation (BP) algorithm on a neural network. ... vertical edges and horizontal edges in an image and dilate these two kinds of edges using different dilation operators. The logical AND operator is performed on dilated vertical edges and dilated...

Ngày tải lên: 05/11/2012, 14:51

... commands, command options, and portions of syntax that must be typed exactly as shown. It also indicates commands on menus and buttons, icons, dialog box titles and options, and icon and menu ... “Introduction to Windows 2000 and Networking,” explains networking concepts and describes how Windows 2000 and networking are combined. The module introduces the concept of a domain and describes the implementation ... Overview 1 Scope of Networks 2 Basic Connectivity Components 3 Network Topologies 9 Network Technologies 15 Expanding the Network 21 Lab A: Examining the Network Architecture 34 ...

Ngày tải lên: 09/12/2013, 17:15

... and observing what happens. When working with a test network, this is relatively easy. Disturb the network by removing an active interface, and monitor how the change is handled by the internetwork: ... consist of network reliability, traffic throughput, and host/client computer speeds (for example, network interface cards and hard drive access speeds). ● Internetworking variables Internetworking ... Identifying and Selecting Internetworking Devices ● Understanding Basic Internetworking Concepts This section covers the following basic internetworking concepts: Overview of Internetworking...

Ngày tải lên: 10/12/2013, 14:16

... representation of fuzzy logic with the learning power of neural nets, and you get NeuroFuzzy. Training Fuzzy Logic Systems with NeuroFuzzy Many alternative ways of integrating neural nets and fuzzy logic have ... nets and fuzzy logic have its strengths and weaknesses In simple words, both neural nets and fuzzy logic are powerful design techniques that have its strengths and weaknesses. Neural nets can ... Altrock, " ;Fuzzy Logic and NeuroFuzzy Applications Explained", ISBN 0-1336-8465-2, Prentice Hall 1995. [9] Yager, R., "Implementing fuzzy logic controllers using a neural network framework",...

Ngày tải lên: 13/12/2013, 01:15

... incorporates fuzzy logic and can handle both analog and binary-valued inputs. In addition, it uses a different learning law and permits a fast-commit–slow-recode option. Like other ART networks, Fuzzy ... basic elements of a neural network are the processing units (neurons), which are the nodes in the network, and their connections and connection weights. The operation of a neural network is specified ... application areas, a wide range of networks have been applied, and we classify them into the schemes shown in Table 4.1 and Table 4.2. A taxonomy of neural networks and fuzzy set methods for part–machine...

Ngày tải lên: 17/12/2013, 06:15

... simultaneously handle both traffic that is sent to the standby MAC address and the private MAC address. The commands for enabling HSRP and configuring an HSRP group are standby ip and standby group. Identifying ... 19.6 in Network 0 will be routed to Network 1 as 19.1; packets sent to address 47.1 in Network 1 will be routed to Network 0 as 19.1; and packets sent to 47.2 in Network 1 will be sent to Network ... changing network. Routers are necessary to ensure scalability as the network grows and expands. They provide the following capabilities that are vital in network designs: ã Broadcast and multicast...

Ngày tải lên: 21/12/2013, 06:15