Chapter 10

[10:1] Neural Network: A Review M. K. Gharate - PharmaInfo.net 2007

[10:2] Parallel Distributed Processing R. Rumelhart, J. McClelland - MIT Press 1986

[10:3] Pattern Recognition and Machine Learning Chap 5 Neural Networks: Introduction C. Bishop –Springer 2006

[10:4] Neural Network Models §3.3 Mathematical Model, §4.6 Lyapunov Theorem for Neural Networks P. De Wilde - Springer 1997

[10:5] Modern Multivariate Statistical Techniques §10.7 Multilayer Perceptrons (introduction) A.J. Izenman - Springer 2008

[10:6] Algorithms for initialization of neural network weights A. Pavelka, A Prochazka - Dept. of Computing and Control Engineering. Institute of Chemical Technology - http://dsp.vscht.cz/konference_matlab/matlab04/pavelka.pdf

[10:7] Design Patterns: Elements of Reusable Object-Oriented Software $Object creational pattern: builder E. Gamma, R. Helm, R. Johnson, J. Vlissides - Addison Wesley 1995

[10:8] Introduction to Machine Learning: Linear Discrimination §10.7.2 Multiple Classes. E. Alpaydin - MIT Press 2007

[10:9] Pattern Recognition and Machine Learning §5.3 Neural Networks: Error Backpropagation C. Bishop –Springer 2006

[10:10] Pattern Recognition and Machine Learning §5.2.4 Neural Networks: Gradient descent optimization C. Bishop –Springer 2006

[10:11] Introduction to Machine Learning §11.8.1 Multilayer Perceptrons: Improving Convergence. E. Alpaydin - MIT Press 2007

[10:12] The general inefficiency of batch training for gradient descent training D. R. Wilson, Fonix Corp. T. R. Martinez - Brigham Young University Elsevier 2003 - http://axon.cs.byu.edu/papers/Wilson.nn03.batch.pdf

[10:13] Regularization in Neural Networks CSE 574, §5 S. Srihari - University of New York, Buffalo - http://www.cedar.buffalo.edu/~srihari/CSE574/Chap5/Chap5.5-Regularization.pdf

[10:14] Stock Market Value Prediction Using Neural Networks M.P. Naeini, H. Taremian, H.B. Hashemi - 2010 International Conference on Computer Information Systems and Industrial Management Applications IEEE - http://people.cs.pitt.edu/~hashemi/papers/CISIM2010_HBHashemi.pdf