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Neural Networks


Journal Publications

  1. K. Koutroumbas and N. Kalouptsidis, "Qualitative analysis of the parallel and asynchronous modes of the Hamming network", IEEE Trans. on Neural Networks, vol.5, no.3, May 1994.

  2. K. Koutroumbas and N. Kalouptsidis, "Generalized Hamming networks and applications", Neural Networks (18), 896-913, 2005.


Conference Publications

  1. K. Koutroumbas and N. Kalouptsidis, "Convergence Analysis of the Hamming Network", Proc. of Signal Processing VI, 1992.

  2. K. Koutroumbas and N. Kalouptsidis, "A New Associative Memory Architecture", Proc.of the Meditteranian Conf. on Control, Crete 1993.

  3. K. Koutroumbas and N. Kalouptsidis, "Nearest Neighbor Pattern Classification Neural Networks", Proc. of IEEE World Congress of Computational Intelligence, Jul. 1994.

  4. K. Koutroumbas and N. Kalouptsidis, "Realization of Polyhedral Decision Regions by Neural Networks", Proc. of Nonlinear Systems Conference, Chalkidiki, Greece, 1995.

  5. K. Koutroumbas and N. Kalouptsidis, "Generalized Hamming Networks", Proc. of the European Control Conference, Rome, Italy, 1995.

  6. K. Koutroumbas and N. Kalouptsidis, "Neural Network Architectures for Selecting the Maximum Input", International Journal of Computer Mathematics, vol. 68, no. 1-2, 1997.

  7. K. Koutroumbas, A. Pouliakis and N. Kalouptsidis, "Divide and Conquer Algorithms for Constructing Neural Networks Architectures", to appear in the Proc. of the International Conference of Signal Processing, Spain, 1998.