Recent Journal Papers

X. Mu,, P. Watta and M. H. Hassoun, A Weighted Voting Model of Associative Memory, IEEE Transactions on Neural Networks, Vol. 18 (3), pp. 756-777, May 2007.

 

X. Mu, M. Artiklar, P. Watta and M. H. Hassoun, "An RCE-based Associative Memory with Application to Human Face Recognition," Neural Processing Letters, Vol. 23, No. 3, pp. 257-271, 2006.

N. Ikeda, P. B. Watta, M. Artiklar, and M. H. Hassoun, A Two-Level Hamming Network for High Performance Associative Memory, Neural Networks, Vol. 14, pp. 1189-1200, 2001.

P. Watta and M. H. Hassoun, Generalizations of the Hamming Associative Memory, Neural Processing Letters, Vol. 13, pp. 183-194, 2001.

N. Ikeda, P. Watta, and M. H. Hassoun, Performance of the Two-Level Parallel Hamming Associative Memory, Transactions of the Institute of Electronics, Information, and Communications Engineers, D-II, J82(9), 1528-1532 (in Japanese), 1999.

P. Watta, K. Wang , and M. H. Hassoun, Recurrent Neural Nets as Dynamical Boolean Systems with Application to Associative Memory, IEEE Transactions on Neural Networks, Vol. 8(6), pp. 1268-1280, 1997.

P. Watta and M. H. Hassoun, A Coupled Gradient Network Approach for Static and Temporal Mixed Integer Optimization, IEEE Transactions on Neural Networks, Vol. 7(3), pp. 578-593, 1996.

R. Abu Zitar and M. H. Hassoun, Neurocontrollers Trained with Rules Extracted by a Genetic Assisted Reinforcement Learning System, IEEE Transactions on Neural Networks, Vol. 6(4), pp. 859-879, 1995.

P. B. Watta and M. H. Hassoun, Experiments in Machine Learning Using Artificial Neural Networks for Control and Image Compression, Computer Applications in Engineering Education, Vol. 3(3), pp. 195-204, 1995.

A. Sudjianto and M. H. Hassoun, Statistical Basis of Nonlinear Hebbian Learning and Application to Clustering, Neural Networks, Vol. 8(5), pp. 707-715, 1995.

M. H. Hassoun, C. Wang, and A. R. Spitzer, NNerve: Neural Network Extraction of Repetitive Vectors for Electromyography -- Part I: Algorithm, IEEE Transactions on Biomedical Engineering, Vol. 41(11), pp. 1039-1052, 1994.

M. H. Hassoun, C. Wang, and A. R. Spitzer, NNerve: Neural Network Extraction of Repetitive Vectors for Electromyography -- Part II: Performance Analysis, IEEE Transactions on Biomedical Engineering, Vol. 41(11), pp. 1053-1061, 1994.