A Weighted Voting Model of Associative Memory, X. Mu,, P. Watta and M. H. Hassoun, IEEE Transactions on Neural Networks, Vol. 18 (3),
pp. 756-777, May 2007.
A Weighted Voting Model of Associative Memory:
Theoretical Analysis,
Xiaoyan Mu, Paul Watta and Mohamad Hassoun, submitted to IJCNN 05,
A Weighted Voting Model of Associative Memory:
Experimental Analysis,
Xiaoyan Mu, Paul Watta and Mohamad Hassoun, submitted to IJCNN 05,
A
Weighted Voting and Sequential Combination of Classifiers Scheme for Human Face
Recognition, Xiaoyan Mu, Mohamad Hassoun and Paul Watta, submitted
to the International Conference on
Computer Vision and Pattern Recognition (CVPR 2005),
Combining Gabor Features: Summing vs.
Voting in Human Face Recognition, Xiaoyan Mu, Mohamad Hassoun and
Paul Watta, IEEE International Conference on Systems, Man, and Cybernetics.
An RCE-based Associative Memory with Application to Human Face Recognition, Xiaoyan Mu, Mehmet Artiklar, P. Watta, and M. Hassoun, International Joint Conference on Artificial Neural Networks (IJCNN ’03), Portland, Oregon, July 20-24, 2003.
Local Voting Networks for Human Face Recognition, Mehmet Artiklar, P. Watta, and M. Hassoun, International Joint Conference on Artificial Neural Networks (IJCNN ’03), Portland, Oregon, July 20-24, 2003.
High Performance Associative Memory: Practical Generalizations of the Hamming Net, M. Hassoun and P. Watta, Final Report for NSF project ECS-9618597, June 2002.
Capacity of an RCE-Based Hamming Associative Memory for Human Face Recognition, Computation and Neural Networks Laboratory, Wayne State University, first draft, 2001.
A Training Algorithms for Robust Face Recognition using a Template-matching Approach, Xiaoyan Mu, Mehmet Artiklar, Metin Artiklar, Mohamad Hassoun and Paul Watta, Proceedings of the IJCNN '01, Washington D.C., July 15-19, 2001.
A Two-Level Hamming Network for High Performance Associative Memory, Nobuhiko Ikeda, Paul Watta, Metin Artiklar, and Mohamad Hassoun, Neural Networks Journal, Vol. 14, pp. 1189-1200, 2001.
Generalizations of the Hamming Associative Memory, Paul Watta and Mohamad H. Hassoun, Neural Processing Letters, Vol. 13, pp.183-194, 2001.
The Effect of Expression in a Database of Face Images, M. Artiklar, A. Masadeh, M. H. Hassoun, and P. Watta, Proceedings of the 43rd Midwest Symposium on Circuits and Systems, Lansing, Michigan, August 8-11, 2000.
Construction and Analysis of a Database of Face Images Which Requiers Minimal Preprocessing, P. Watta, M. Artiklar, A. Masadeh, and M. Hassoun, Proceedings of the IASTED Conference on Modeling and Simulation MS'2000, pp. 465-469, May 15-17, Pittsburg, PA, 2000
Comparison Between Theory and Simulation for the Two-Level Decoupled Hamming Associative Memory, P. Watta, N. Ikeda, M. Artiklar, A. Subramanian, and M. Hassoun, International Joint Conference on Neural Networks (IJCNN99), CD ROM Proceedings paper number JCNN0337, Washington D.C. July, 1999.
Application of a Post-Processing Algorithm for
Improved Human Face Recognition, M. Artiklar, M. Hassoun, and P.
Watta International Joint Conference on Neural Networks (IJCNN99), CD
ROM Proceedings paper number JCNN2166,
Variance Maximization-Based Nonlinear Independent Component Analysis (ICA), A. Hussain and M. Hassoun, (January, 1999).(zipped Microsoft Word Document)
Compression Net-Free Autoencoders, M.
Hassoun and A. Sudjianto, submitted to Neural Computation Journal. Presented at
the Workshop on
Advances in Autoencoder/Autoassociator-Based Computations , held Friday
December 5, 1997 in
Capacity Analysis of the Two-Level Decoupled Hamming Associative Memory, N. Ikeda, P. Watta, and M. Hassoun, IEEE World Congress on Computational Intelligence, Proceedings of IJCNN 98, pp. 486-491 Anchorage, Alaska (May 4-9, 1998).
Design of Optimal Neuro-Controllers for the Separately Excited DC Motor using a Hybrid Genetic Algorithm-Neural Network Approach, P. Watta, M. Hassoun, and J. Meisel, SPIE Conference on the Applications and Science of Artificial Neural Networks II, Vol. 2760, Orlando, FL (April 1996).
The Hamming Associative Memory and its
Relation to the Exponential Capacity DAM, M. hassoun and P. Watta ,
IEEE International Conference on Neural Networks (ICNN 96), Vol. I,
pp. 583-587,
Efficient Realization of the Grounded Hamming Associative Memory, P. Watta and M. Hassoun, 1996 World Congress on Neural Networks (WCNN 96), pp. 763-767, San Diego, CA (September, 1996).
Cross-Validation Without a Validation Set in
BP-Trained Neural Nets, M. Hassoun, P. Watta, and R. Shringarpure IEEE
International Conference on Neural Networks,
Alternatives to Energy Function-Based
Analysis of Recurrent Neural Networks, M. Hassoun and P. Watta, IEEE
International Conference on Neural Networks,