UT Arlington

UT Arlington

Department of Electrical Engineering

 

IPNNL logo

RECENT IPNNL PUBLICATIONS

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. 2831–2847, 2008.

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2008
Pramod L. Narasimha, Michael T. Manry, Francisco Maldonado,
Upper bound on pattern storage in feedforward networks,

Neurocomputing (Letters) vol. 71, pp. 3612– 3616, 2008.

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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.

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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.

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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.

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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.

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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.

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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. 1022–1039, 2007.

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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.

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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. 

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2004

J. Li, M. T. Manry and C. Yu, "Prototype Classifier Design with Pruning", International Journal on Artificial Intelligence Tools, Nov 2004.

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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.

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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.

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2001

M. T. Manry, Hema Chandrasekaran and Cheng-Hsiung Hsieh “Signal Processing Using the Multilayer Perception ", Handbook of Neural Network Signal Processing, CRC PRESS, , pp. 2.1 - 2.29, 2001.

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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.

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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.

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1999

Hema Chandrasekaran and Michael T. Manry, "Convergent Design of a Piecewise Linear Neural Network",  Proceedings of IJCNN'99.

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1999

Iyab I. Sakhnini, Michael T. Manry, and Hema Chandrasekarn, "Iterative Improvement of Trigonometric Networks", Proceedings of IJCNN'99.

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1999

Hema Chandrasekaran, Kyung K. Kim, and Michael T. Manry, "Sizing of the Multilayer Perceptron via Modular Networks",  Proceedings of the NNSP'99.

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1999

Michael T. Manry, Cheng-Hsiung Hsieh, and Hema Chandrasekaran, "Near Optimal Flight load Synthesis Using Neural Nets", Proceedings of the NNSP'99.

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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.

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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.

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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.

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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.

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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 – 1028.

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2003

Walter H. Delashmit, M. T. Manry, "Enhanced Robustness of Multilayer Perception Training", the 36th Asilomar Conference on Signals, Systems, & Computers '02, pp. 1029 – 1033.

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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 – 1038.

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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.

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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.

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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.

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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.

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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.

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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.

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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.

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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.

 

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