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O. M. Omidvar and C. L. Wilson. "Massively Parallel Implementation of Neural Network Architectures," In *Proceedings of the SPIE*, volume 1452, pages 532-543, Feb. 25 - Mar. 1, 1991, San Jose, CA.C. L. Wilson, O. M. Omidvar, "Optimization of Neural Network Topology and Information Content Using Boltzmann Methods," Technical Report NISTIR 4766 , Feb. 1992.J. L. Blue and P. J. Grother. "Training Feed Forward Networks Using Conjugate Gradients." In *Conference on Character Recognition and Digitizer Technologies,* volume 1661, pages 179-190, SPIE, San Jose, California, February 1992 and Technical Report NISTIR 4776 .C. L. Wilson. "FAUST: A Vision Based Neural Network Multi-Map Pattern Recognition Architecture." In *Proceedings: Applications of Artificial Neural Networks III*. SPIE, Orlando, Florida, April 1992 and Technical Report NISTIR 4805 , March 1992.C. L. Wilson. "A New Self-Organizing Neural Network Architecture for Parallel Multi-Map Pattern Recognition - FAUST," to be published in *Progress in Neural Networks*, Volume 4, 1993.P. J. Grother. "Karhunen Loève Feature Extraction for Neural Handwritten Character Recognition. In *Proceedings: Applications of Artificial Neural Networks III*. SPIE, Orlando, Florida. April 1992 and Technical Report NISTIR 4824 .C. L. Wilson. "Massively Parallel Neural Network Recognition." In *Proceedings of the IJCNN, Volume III*, pages 227- 232, June 1992.O. M. Omidvar and C. L. Wilson. "Topological Separation Versus Weight Sharing in Neural Network Optimization." In Su- Shing Chen, editor, *Neural and Stochastic Methods in Image and Signal Processing*, volume 1766. SPIE, San Diego, California, 1992 and Technical Report NISTIR 4893 , July 1992.C. L. Wilson. "Statistical Analysis of Information Content for Training Pattern Recognition Networks," Technical Report NISTIR 5149 , March 1993 and In *Proceedings, Applications of Artificial Neural Networks IV.* SPIE, Orlando, Florida, April 1993.G. T. Candela and R. Chellappa. "Comparative Performance of Classification Methods for Fingerprints," Technical Report NISTIR 5163 , April 1993.J. L. Blue. "Computational Experience with Radial Basis Function Networks," Technical Report NISTIR 5168 .O. M. Omidvar and C. L. Wilson. "Optimization of Adaptive  Resonance Theory Network with Boltzmann Machine," in Dennis W. Ruck, editor, *Science of Artificial Neural Networks II*, volume 1966, SPIE, Orlando, FL, 1992 and Technical Report NISTIR 5176 , April 1993.P. J. Grother, G. T. Candela. "Comparison of Handprinted Digit Classifiers," Technical Report NISTIR 5209 , June 1993.J. L. Blue, G. T. Candela, P. J. Grother, R. Chellappa, C. L. Wilson, J. D. Blue. " Evaluation of Pattern Classifiers for Fingerprint and OCR Application," in *Pattern Recognition*, 27, pp. 485-501, 1994.C. L. Wilson, O. M. Omidvar. "Information Content in Neural Net Optimization." In *Journal of Connection Science*, Vol. 6, No. 1, 1994.M. D. Garris, J. L. Blue, G. T. Candela, D. L. Dimmick, J. Geist, P. J. Grother,S. A. Janet, C. L. Wilson, "NIST Form-Based Handprint Recognition System," Technical Report NISTIR 5469 , July 1994.C. L. Wilson, P. J. Grother, C. S. Barnes, "Binary Decision Clustering for Neural Network Based OCR," Technical Report NISTIR 5542 and Journal *Pattern Recogniton*, December 1994.P. J. Grother, G. T. Candela, J. L. Blue, "Fast Implementation of Nearest Neighbor Classifiers," in *Pattern Recognition*, 30 459-465, 1997.G. T. Candela, P. J. Grother, C. I. Watson, R. A. Wilkinson, C. L. Wilson, "PCASYS - A Pattern-level Classification Automation System for Fingerprints," Technical Report NISTIR 5647 , April 1995.C. L. Wilson, J. L. Blue, O. M. Omidvar, "Improving Neural Network Performance for Character and Fingerprint Classification by Altering Network Dynamics," published in *World Congress on Neural Networks* *Proceedings*, II, pgs. 151-158, July '95, Washington, DC., and Technical Report NISTIR 5695 , July 1995.C. L. Wilson, J. L. Blue, O. M. Omidvar, "Training Dynamics on Neural Network Performance," published in *Neural Networks* Vol. 10, No. 5, pp 907-923, 1997, and Technical Report NISTIR 5696 , July, 1995.C. L. Wilson, J. Blue, O. Omidvar, " Neurodynamics of Learning and Network Performance," , *Journal of Electronic Imaging*, Vol. 6, pages 379-385, 1997.M. D. Garris, J. L. Blue, G. T. Candela, P. J. Grother, S. A. Janet, C. L. Wilson, "NIST Form-Based Handprint Recognition System (Release 2.0)," Technical Report NISTIR 5959 , January 1997.M. D. Garris, C. L. Wilson, J. Blue, " Neural Network-Based Systems for Handprint OCR Applications," , *IEEE Trans. on Image Processing*, Vol. 7, pages 1097-1112, 1998.
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