applications of neural networks and fuzzy logic ppt

Ngày tải lên: 23/03/2014, 22:21

... four levels of feed rate (F = 6, 12, 18, and 24 in./min); and three levels of depth of cut (D = 0.01, 0.03, and 0.05 in.). After these cuts were made, all specimens were measured off-line with ... roughness during the execution of the machining process. These two learning methodologies are artificial neural networks (ANN) and fuzzy neural (FN) systems. An overview of these two approaches follows ... roughness of machined surfaces. In summary, the prediction accuracy of ISRR-FN, 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...

Ngày tải lên: 23/01/2014, 01:20

Ngày tải lên: 18/04/2014, 12:29

Ngày tải lên: 21/06/2014, 16:20

Ngày tải lên: 21/06/2014, 20:20

Ngày tải lên: 22/06/2014, 19:20

Ngày tải lên: 11/08/2014, 15:20

Ngày tải lên: 13/08/2014, 12:21

Ngày tải lên: 13/08/2014, 16:21

... database used to train and test the example neural network consists of 50 sets of the 26 capital letters, for a total of 1300 images. The images shown here are a portion of this database. of each 10ì10 ... alarm rate of only 1 in 25 nontargets (i.e., 4% of the nonvowel images). Not bad considering the abstract nature of this problem, and the very general solution applied. Chapter 26- Neural Networks (and ... 26- Neural Networks (and more!) 465 input signal with each of the basis function sinusoids, thus calculating the DFT. Of course, a two-layer neural network is much less powerful than the standard three...

Ngày tải lên: 13/09/2012, 09:50

... examples of these types of relationships in the top slide. Answer: 1:1 Husband and wife; taxi and driver; machine and operator; ship and dock. M:1 Orders and items; auto and occupants; plane and ... physical, and static. The standard definition of an FK is that it refers to a PK or UK. Introduction to Oracle: SQL and PL/SQL Using Procedure Builder8Ć32 Overview of Data Modeling and Database ... directions. These types are rare, and may really be the same entity, or an attribute of the entity. Many-to-one Degree of one or more in one direction and a degree of one and only one in the other direction....

Ngày tải lên: 10/12/2013, 17:15

... demand and often required capital investment that farmers cannot afford. Often models are based on lowland agriculture and are promoted in upland and mountainous areas without prior testing and ... percent of the 11 million hectares of land classified as forested, which are often located in the poorest parts of the country. Only about one quarter of the total area of production and protection ... pattern of landlessness and seasonal migration among the Khmer population of the Mekong delta (IEM/ WB, 2006c). Their lack of land and perhaps their long absences from their place of formal...

Ngày tải lên: 12/12/2013, 21:15

... 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 ... nonlinear nature of neural networks, the ability of neural networks to learn from their environments in super- vised and/ or unsupervised ways, as well as the universal approximation property of neural networks make ... 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

... Dorking School of English, Bangkok Thailand www.dk-english.com Page 20 Death of a thousand cuts If something is suffering the death of a thousand cuts, or death by a thousand cuts, lots of small ... possibility of success. Find your feet When you are finding your feet, you are in the process of gaining confidence and experience in something. Fine and dandy (UK) If thing's are fine and dandy, ... trouble. Land of nod If someone has gone to the land of nod, they have fallen asleep or gone to bed. Lap of the gods If something is in the lap of the gods, it is beyond our control and fate...

Ngày tải lên: 13/12/2013, 13:15

... credit; valuation; policies and procedures; systems; control of roll-off risks; and management of concentration risk arising from the bank’s use of CRM techniques and its interaction with the ... the form of any of the following: revolving credits and lines of credit (including credit cards and overdrafts), personal term loans and leases (e.g. instalment loans, auto loans and leases, ... verification of the consistency, timeliness and reliability of data sources used to run internal models, including the independence of such data sources; and the accuracy and appropriateness of volatility...

Ngày tải lên: 15/01/2014, 16:56

... Recognition and appreciation of the central role of the Government and full participation of NGOs, the private sector, communities and individuals in population and development vi. Consideration of regional ... awareness of sexual and reproductive health and rights for adolescents, men and women ii. To promote and expand quality reproductive health services and counselling for adolescents, men and women iii. ... AIDS (TACAIDS) and adoption of National Policy on HIV and AIDS xi. Formulation and implementation of National Multi-sectoral Strategic Framework and the Health sector strategy for HIV and AIDS 2003...

Ngày tải lên: 13/02/2014, 10:20

... three of the four RNase Sa2–mononucleotide structures (3DGY, 3D5I, and 3DH2), the distance between NH1 and NH2 of Arg67 and the carboxyl group of Glu56 is below 4 A ˚ , and the charged groups of ... 3DH2) (B) and 2Â-GMP (3DGY) (C) in the active site of RNase Sa2. For clarity, side chains of Asn41 and Arg42 are not shown. Atoms of nitrogen, oxygen and phos- phorus are in blue, red, and cyan, ... chain nitrogens of Glu40, Asn41, and Arg42, and OE1 or OE2 of Glu43, and the phosphate-binding site contains Glu56, Arg67, Arg71, His86, and Tyr87. In the exo-2Â,3Â-GCPT complex, O2Â and O3Â form...

Ngày tải lên: 18/02/2014, 11:20

... selection of recombinants. The sites incorporated were HaeIII, NcoI and BamHI (Table 1). The PCR mix contained 200 ng of each primer, 20 ng of the tem- plate, 200 lm of each dNTP and 5 units of Taq ... Department of Biotechnology (DBT), Department of science and technology (DST), Council of Scientific and Industrial research (CSIR) and senior research fellowship from CSIR, Govern- ment of India. References 1 ... between AÂ and AÂÂ [the guanidine group and aromatic residues of PfTIM (R98 F102)] and the BÂ guanidine and sulfur groups of GlTIM (R99 ⁄ M103) are marked. M. Banerjee et al. Effect of mutation...

Ngày tải lên: 18/02/2014, 11:20