artificial neural networks lecture notes ppt

Ngày tải lên: 20/06/2014, 00:20

Ngày tải lên: 20/06/2014, 00:20

Ngày tải lên: 20/06/2014, 00:20

Ngày tải lên: 20/06/2014, 00:20

Ngày tải lên: 20/06/2014, 00:20

Ngày tải lên: 20/06/2014, 22:20

Ngày tải lên: 29/06/2014, 13:20

... DESIGN ARTIFICIAL NEURAL NETWORK MODEL Neural networks are computer models that mimic the knowledge acquisition and organization skills of the human brain. Since, the characteristics of a neural ... Ellis, GW (1992). " ;Neural network modeling of the mechanical behavior of sand," Proc. 9 th Conf. ASCE, New York, pp 421-424. Garson, GD (1991). "Interpreting neural- network connection ... Philadelphia, pp 254-271. Jingsheng, SJ, Ortigao, AR, and Junli, B (1998). "Modular Neural Networks for Predicting Settlement during Tunneling," J. Geotech. ASCE, Vol 124, No 5,...

Ngày tải lên: 22/03/2013, 15:01

... of Neural Networks 163 Hazem M. El-Bakry Chapter 9 Applying Artificial Neural Network Hadron - Hadron Collisions at LHC 183 Amr Radi and Samy K. Hindawi Chapter 10 Applications of Artificial Neural ... distribution. Artificial Neural Networks – Architectures and Applications6 Biologically Plausible Artificial Neural Networks 13 Figure 10. Representation of (b) KI and (c) KII sets by networks of ... equations (ODE) [16]. Artificial Neural Networks – Architectures and Applications36 6 Artificial Neural Networks 1.6. Back-propagation Back-propagation (BP) is a supervised algorithm for multilayer networks. ...

Ngày tải lên: 15/03/2014, 23:20

... 1 Usin g Neural Networks in HYSYS Using Neural Networks in HYSYS â 2004 AspenTech. All Rights Reserved. Using Neural Networks in HYSYS.pdf 4 Usin g Neural Networks in HYSYS ... utilities and case studies. 5 Usin g Neural Networks in HYSYS Steps for using Neural Networks in HYSYS The procedure for using Neural Networks in HYSYS is as follows: 1. Select scope: ... included to check the quality of the Neural Network calculations. 9 Usin g Neural Networks in HYSYS Training the Neural Network The next step is to train the Neural Network using the training...

Ngày tải lên: 23/03/2014, 02:20

... www.intechopen.com Advanced Air Pollution 496 2. Artificial neural networks – several types for different purposes Artificial neural networks can be divided into several groups according ... Kurkova, V. (1992). Kolmogorov’s Theorem and Multilayer Neural Networks, Neural Networks, 5, pp. 501-506 Lawrence, J. (1991). Introduction to Neural Networks, California Scientific Software, Grass ... Conclusion Two types of artificial neural networks were shown to be useful tools for environmental modelling: the multilayer perceptron neural network MPNN and the Kohonen neural network KNN....

Ngày tải lên: 29/03/2014, 21:20

... definitions of preprocessor macros, structures, and typedefs, none of which we've met.) In these notes, we'll try to make things clear by using the unambiguous terms defining instance and ... expects an int. To print what ip points to, use printf("%d\n", *ip); Finally, a few more notes about pointer declarations. The * in a pointer declaration is related to, but different from,...

Ngày tải lên: 03/04/2014, 15:20

... -0.18 5.26 93.9 B(10) 13 10.6 98.0 5. Conclusions In this study, the applicability of artificial neural networks (ANN) is investigated for the improvement of conventional B-WIM systems so that ... however the accuracy decreased for individual axle weights [10]. The application of artificial neural networks (ANN) to the B-WIM was attempted in 2003 by Gonzalez et al. for noise removal ... ISSN 1424-8220 www.mdpi.com/journal/sensors Article Vehicle Signal Analysis Using Artificial Neural Networks for a Bridge Weigh-in-Motion System Sungkon Kim 1 , Jungwhee Lee 2,* , Min-Seok...

Ngày tải lên: 28/04/2014, 10:02

... Sanders. “Data refinement refined.” Lecture Notes In Computer Science, Vol 213, pp. 187-196 (1986). [6] Jeff W. Sanders. ”Computations and Relational Bundles.” Lecture Notes in Computer Science, Vol ... but coexisting processes: (1) new information arrives as the A new type of Structured Artificial Neural Networks based on the Matrix Model of Computation Sergio Pissanetzky Research Scientist. Memb ... version of SCA, discuss the advantages of MMC ANNs, and illustrate with a small example. Keywords: neural networks, dynamic systems, ontologies, self-organizing systems, artificial intelligence, semantic...

Ngày tải lên: 28/04/2014, 10:06

... speech movements by training an artificial neural network to associate or map fundamental acoustic properties of auditory speech to our visible speech parameters. Neural networks have been shown to be ... of our parameter estima- tor. Picture My Voice: Audio to Visual Speech Synthesis using Artificial Neural Networks Dominic W. Massaro , Jonas Beskow, Michael M. Cohen, Christopher L. Fry, and Tony ... makes this data set a hard test for the networks. The training and generalization tests followed the same general procedure as with the isolated words. The networks were trained from 500 to 5000...

Ngày tải lên: 28/04/2014, 10:06

... Narendra K, Parthasarathy K: Identification and con- trol of dynamical systems using neural networks. IEEE Trans Neural Networks 1990, 1:4-27. 23. Matsuoka K: Noise injection into inputs in back-propagation learning. ... procedures, are required. Methods: The error mapping controller (EMC) here proposed uses artificial neural networks (ANNs) both for the design of an inverse model and of a feedback controller. A ... a feedforward inverse model and a feedback controller, both implemented using neural networks. The training of the networks is conceived to avoid to a therapist and a patient any extra experiment,...

Ngày tải lên: 19/06/2014, 10:20

Ngày tải lên: 19/06/2014, 10:20

... orders@intechweb.org Artificial Neural Networks - Industrial and Control Engineering Applications, Edited by Kenji Suzuki p. cm. ISBN 978-953-307-220-3 1 Review of Application of Artificial Neural Networks ... m/min because of the ARTIFICIAL NEURAL NETWORKS ͳ INDUSTRIAL AND CONTROL ENGINEERING APPLICATIONS Edited by Kenji Suzuki Review of Application of Artificial Neural Networks in Textiles ... unsupervised artificial neural networks. The classification with features extracted explicitly by image processing is more accurate than with features from unsupervised artificial neural networks...

Ngày tải lên: 20/06/2014, 00:20

... Regression and Artificial Neural Networks. Textile Research Journal, 2009, 79(18), 1649-1657. Hui, C.L.P., Chan, C.C.K., Yeung, K.W. and Ng, S.F.F. Application of artificial neural networks to ... zero mean and Artificial Neural Network Prosperities in Textile Applications 53 properties are surface tension and viscosity which are modeled using two artificial neural networks (ANNs) ... using empirical as well as artificial neural network (ANN model) by alkali concentration, temperature and time as inputs. Both statistical model Artificial Neural Networks - Industrial and...

Ngày tải lên: 20/06/2014, 00:20