Recent Publications – IPNNL – The University of Texas at Arlington

2011	Praveen Jesudhas, Michael T. Manry, Rohit Rawat, and Sanjeev Malalur Analysis and Improvement of Multiple Optimal Learning Factors for Feed-Forward Networks Proceedings of International Joint Conference on Neural Networks, San Jose, California, USA, July 31 – August 5, 2011 __________________________________________
2011	Babu Hemanth Kumar Aswathappa, M. T. Manry, and Rohit Rawat Optimal Output Gain Algorithm for Feed-Forward Network Training Proceedings of International Joint Conference on Neural Networks, San Jose, California, USA, July 31 – August 5, 2011 __________________________________________
2011	Xun Cai, Kanishka Tyagi and Michael T. Manry An Optimal Construction and Training of Second Order RBF Network for Approximation and Illumination invariant Image Segmentation Proceedings of International Joint Conference on Neural Networks, San Jose, California, USA, July 31 – August 5, 2011 __________________________________________
2011	Xun Cai, Kanishka Tyagi, and Michael T. Manry Training Multilayer Perceptron By Using Optimal Input Normalization 2011 IEEE International Conference on Fuzzy Systems, June 2011, Taipei, Taiwan __________________________________________
2011	Kanishka Tyagi, Xun Cai, and Michael T. Manry Fuzzy C-Means Clustering Based Construction And Training For Second Order RBF Network 2011 IEEE International Conference on Fuzzy Systems, June 2011, Taipei, Taiwan __________________________________________
2010	S. S. Malalur and M. T. Manry,
	Multiple optimal learning factors for feed-forward networks,
	Proc. of SPIE: Independent Component Analyses, Wavelets, Neural Networks, Biosystems, and Nanoengineering VIII, Orlando Florida, vol. 7703, pp. 77030F-1 – 77030F-12, April 7-9, 2010. __________________________________________
2009	S. S. Malalur and M. T. Manry,
	Feedforward Network Training Using Optimal Input Gains,
	Proc. of IJCNN’09, Atlanta, Georgia, pp. 1953-1960, June 14-19, 2009. __________________________________________
2009	M.A. Al-Abed, M. Manry, J.R. Burk, E.A. Lucas, K. Behbehani,
	Sleep disordered breathing detection using heart rate variability and R-peak envelope spectrogram,
	Engineering in Medicine and Biology Society, 2009, Minneapolis, MN, pp. 7106 – 7109, Sept 2009. __________________________________________
2008	P.L. Narasimha, S. Malalur, and M.T. Manry,
	Small Models of Large Machines,
	Proceedings of the TwentyFirst International Conference of the Florida AI Research Society, pp.83-88, May 2008. __________________________________________
2008	Pramod L. Narasimha, Walter H. Delashmit, Michael T. Manry, Jiang Li, Francisco Maldonado,
	An integrated growing-pruning method for feedforward network training
	Neurocomputing vol. 71, pp. 2831â€“2847, 2008. __________________________________________
2008	Pramod L. Narasimha, Michael T. Manry, Francisco Maldonado,
	Upper bound on pattern storage in feedforward networks,
	Neurocomputing (Letters) vol. 71, pp. 3612â€“ 3616, 2008. __________________________________________
2007	Walter Delashmit, Michael Manry,
	A Neural Network Growing Algorithm that Ensures Monotonically Non Increasing Error,
	Dynamics of Continuous, Discrete & Impulsive Systems (DCDIS) A Supplement,Advances in Neural Networks, Vol. 14(S1) 280–284. __________________________________________
2007	Pramod L. Narasimha, Michael T. Manry and Francisco Maldonado,
	Upper Bound on Pattern Storage in Feedforward Networks,
	Proceedings of International Joint Conference on Neural Networks, Orlando, Florida, USA, August 12-17, 2007. __________________________________________
2007	Abdul A. Abdurrab, Michael T. Manry, Jiang Li, Sanjeev S. Malalur and Robert G. Gore, A Piecewise Linear Network Classifier,Proceedings of International Joint Conference on Neural Networks, Orlando, Florida, USA, August 12-17, 2007. __________________________________________
2007	Saurabh Sureka, Michael Manry, A Functional Link Network With Ordered Basis Functions, Proceedings of International Joint Conference on Neural Networks, Orlando, Florida, USA, August 12-17, 2007. __________________________________________
2006	Pramod L. Narasimha, Walter Delashmit, Michael Manry, Jiang Li and Francisco Maldonado, Fast Generation of a Sequence of Trained and Validated Feed-Forward Networks, The 19th International FLAIRS Conference, 2006. __________________________________________
2006	Hema Chandrasekaran, Jiang Li, W.H. Delashmit, P.L. Narasimha, Changhua Yu, Michael T. Manry, Convergent design of piecewise linear neural networks, Neurocomputing, vol. 70, pp. 1022â€“1039, 2007. __________________________________________
2006	Jiang Li, Michael T. Manry, Pramod L. Narasimha, and Changhua Yu, “Feature Selection Using a Piecewise Linear Network”, IEEE Transactions on Neural Network, vol. 17, no. 5, September 2006, pp. 1101 – 1115. __________________________________________
2004	R. G. Gore, J. Li, M. T. Manry, L. M. Liu, C. Yu and J. Wei, “Iterative Design of Neural Network Classifiers Through Regression”, International Journal on Artificial Intelligence Tools, Vol 14, Issues 1&2, 2005.Â __________________________________________
2004	J. Li, M. T. Manry and C. Yu, “Prototype Classifier Design with Pruning”, International Journal on Artificial Intelligence Tools, Nov 2004. __________________________________________
2005	C. Yu, M. T. Manry and J. Li, “Effects of Nonsingular Preprocessing on Feed Forward Network Training”, International Journal of Pattern Recognition and Artificial Intelligence, Feb 2005. __________________________________________
2005	W. H. Delashmit and M. T. Manry, “Recent Developments in Multilayer Perceptron Neural Networks”, Proceedings of the 7th annual Memphis Area Engineering and Science Conference (MAESC), 2005. __________________________________________
2001	M. T. Manry, Hema Chandrasekaran and Cheng-Hsiung Hsieh â€œSignal Processing Using the Multilayer Perception “, Handbook of Neural Network Signal Processing, CRC PRESS, , pp. 2.1 – 2.29, 2001. __________________________________________
1999	H. H. Chen, M. T. Manry, and Hema Chandrasekaran, “A Neural Network Training Algorithm Utilizing Multiple Sets of Linear Equations”, Neurocomputing, Vol. 25, No. 1-3, pp. 55-72, April 1999. __________________________________________
1999	C.Subramanian, M. T. Manry, and J. Naccarino, “Reservoir Inflow Forecasting Using Neural Networks” Proceedings of the American Power Conference, Volume 61, Number 1, pp. 220-226, 1999. __________________________________________
1999	Hema Chandrasekaran and Michael T. Manry, “Convergent Design of a Piecewise Linear Neural Network”, Proceedings of IJCNN’99. __________________________________________
1999	Iyab I. Sakhnini, Michael T. Manry, and Hema Chandrasekarn, “Iterative Improvement of Trigonometric Networks”, Proceedings of IJCNN’99. __________________________________________
1999	Hema Chandrasekaran, Kyung K. Kim, and Michael T. Manry, “Sizing of the Multilayer Perceptron via Modular Networks”, Proceedings of the NNSP’99. __________________________________________
1999	Michael T. Manry, Cheng-Hsiung Hsieh, and Hema Chandrasekaran, “Near Optimal Flight load Synthesis Using Neural Nets”, Proceedings of the NNSP’99. __________________________________________
2003	W. H. Delashmit, M. T. Manry, “New Training Algorithms for Dependently Initialized Multilayer Perceptrons,” Thirty-Seventh Asilomar Conference on Signals, Systems and Computers, Nov 2003, vol. 1, pp. 581-585. __________________________________________
2003	Li Jiang, Li Dongdong, J. A. Khoja, Qilian Liang, M. T. Manry, V. K. Prabhu, “Overcoming co-channel interference in TDMA systems using SOM equalizer”, Proceedings of the Radio and Wireless Conference, RAWCON ’03, Aug. 2003, pp. 123 – 126. __________________________________________
2003	F. J. Maldonado, M. T. Manry, Tae-Hoon Kim, “Finding optimal neural network basis function subsets using the Schmidt procedure”, Proceedings of the International Joint Conference on Neural Networks, July 2003, vol. 1, pp. 444 – 449. __________________________________________
2003	Tae Kim, M. T. Manry, J. Maldonado, “New learning factor and testing methods for conjugate gradient training algorithm”, Proceedings of the International Joint Conference on Neural Networks, July 2003, vol. 3, pp. 2011 – 2016.
2003	Tae-Hoon Kim, Jiang Li, M.T. Manry, “Evaluation and Improvement of Two Training Algorithms”, The 36th Asilomar Conference on Signals, Systems, & Computers ’02, pp. 1019 – 1023. __________________________________________
2002	F. J. Maldonado, M. T. Manry, “Optimal Pruning of Feed-forward Neural Networks Based upon the Schmidt Procedure”, The 36th Asilomar Conference on Signals, Systems, & Computers ’02, pp. 1024 â€“ 1028. __________________________________________
2003	Walter H. Delashmit, M. T. Manry, “Enhanced Robustness of Multilayer Perception Training”, the 36th Asilomar Conference on Signals, Systems, & Computers ’02, pp. 1029 â€“ 1033. __________________________________________
2002	Changhua Yu, M. T. Manry,” A Modified Hidden Weight Optimization Algorithm for Feed-forward Neural Networks,” the 36th Asilomar Conference on Signals, Systems, & Computers ’02, pp. 1034 â€“ 1038. __________________________________________
1996	M.T. Manry, Cheng-Hsiung Hsieh, M.S. Dawson, A.K. Fung and S.J.Apollo, “Cramer Rao Maximum A-Posteriori Bounds on Neural Network Training Error for Non-Gaussian Signals and Parameters” International Journal of Intelligent Control and Syst., vol. 1, no. 3,1996, pp. 381-391. __________________________________________
1996	Michael T. Manry, Steven J. Apollo, and Qiang Yu, “Minimum Mean Square Estimation and Neural Networks”, Neurocomputing, vol. 13, September 1996, pp. 59-74. __________________________________________
1994	M. T. Manry, S. J. Apollo, L. S. Allen, W. D. Lyle, W. Gong, M.S. Dawson, and A. K. Fung, “Fast Training of Neural Networks for Remote Sensing”, Remote Sensing Reviews, vol. 9, pp. 77-96, 1994. __________________________________________
	Wei Gong, Hung-Chun Yau and M. T. Manry, “Non-Gaussian Feature Analyses using a Neural Network”, Progress in Neural Networks, Volume 2, Ablex Publishing Corporation, Norwood, New Jersey. __________________________________________
1993	A. Gopalakrishnan, X. Jiang, M-S Chen, and M.T. Manry, “Constructive Proof of Efficient Pattern storage in the Multilayer Perceptron”, Conference Record of the Twenty-Seventh Annual Asilomar Conference on Signals, Systems, and Computers, Nov. 1993, vol. 1, pp. 386-390. __________________________________________
1994	K. Rohani and M. T. Manry, “The Design of Multi-Layer Perceptrons using Building Blocks”, Proceedings of IJCNN 91, Seattle WA, pp. II-497 to II-502. Xianping Jiang, Mu-Song Chen, Michael T. Manry, Michael S. Dawson, Adrian K. Fung, “Analysis and Optimization of Neural Networks for Remote Sensing”, Remote Sensing Reviews, vol. 9, pp. 97-114, 1994. __________________________________________
1991	H. C. Yau and M. T. Manry, “Iterative Improvement of a Nearest Neighbor Classifier”, Neural Networks, Vol. 4, Number 4, pp.517-524,1991. __________________________________________
1991	Hung-Chun Yau and Michael T. Manry, “Shape Recognition With Nearest Neighbor Isomorphic Network”, Proc. of the 1st IEEE-SP workshop on Neural Networks for Signal Processing, Princeton, New Jersey, Sept.29- Oct.2, 1991, pp.246-255.