Publications

2011 CIL publications:

Aizenberg I., “Complex-Valued Neural Networks with Multi-Valued Neurons”(a monograph), Springer, Berlin/Heidelberg, 2011.

Aizenberg I., Jackson J., and Alexander S., "Classification of Blurred Textures using Multilayer Neural Network Based on Multi-Valued Neurons", Proceedings of the 2011 IEEE International Joint Conference on Neural Networks (IJCNN 2011), August, 2011, pp. 1328-1335.

Aizenberg I., “Multi-Valued Neurons: Hebbian and Error-Correction Learning”, Springer series Lecture Notes in Computer Science, vol. 6691 “Advances in Computational Intelligence - 11th International Work-Conference on Artificial Neural Networks, IWANN 2011, Torremolinos-Málaga, Spain, June 8-10, 2011, Proceedings, Part I” (J. Cabestany, I. Rojas, G.J Caparros - Eds), June, 2011, pp. 33-40.

Aizenberg I., Alexander S., and Jackson J., “Recognition of Blurred Images Using Multilayer Neural Network Based on Multi-Valued Neurons”, Proceedings of the 41st IEEE International Symposium on Multiple-Valued Logic (ISMVL-2011), to appear in the Proceedings, May 23-35, 2011, IEEE Computer Society Press, pp. 282-287.

Aizenberg I., "On the Projection of k-Valued Non-Linearly Separable Problems into m-Valued Linearly Separable Problems", book chapter in Springer series book Studies in Computational Intelligence (K. Madani, A.D. Correia, A. Rosa, J. Filipe – Eds.), 2011, Volume 343, Springer, Berlin-Heidelberg, 2011, pp. 223-235.

Aizenberg I., Alexander S., Jackson J., Neal T., Wilson J, and Kendrick K., “Intelligent edge enhancement using multilayer neural network based on multi-valued neurons”, SPIE Proceedings, vol. 7870 (Proc. of SPIE Congress “Electronic Imaging 2011”), March 2011, pp. 7870004-1 – 7870004-11.

Lala P.K., Anwar M.T., and Parkerson J.P., “A Fault-Tolerant FPGA Architecture”, Computer Technology and Application No 2, 2011, pp. 31l-318.

2010 CIL publications:

Aizenberg I. “A Periodic Activation Function and a Modified Learning Algorithm for the Multi-Valued Neuron”, IEEE Transactions on Neural Networks, vol. 21, No 12, December 2010, pp. 1939-1949.

 Aizenberg I., Caudill M., Jackson J., and Alexander S., "Learning Nonlinearly Separable mod k Addition Problem Using a Single Multi-Valued Neuron With a Periodic Activation Function", Proceedings of the 2010 IEEE World Congress on Computational Intelligence – 2010 IEEE International Joint Conference on Neural Networks, Barcelona, Spain, July 18-23, 2010, pp. 2577-2584.

 Aizenberg I., "Complex-Valued Neurons with Phase-Dependent Activation Functions", in book "Artificial Intelligence and Soft Computing" (Rutkowski L. et al. – Eds.), Springer Series "Lecture Notes in Computer Science", vol. 6114, Part II, 2010, pp. 3-10.

Aizenberg I., "Learning of the Non-Threshold Functions of Multiple-Valued Logic by a Single Multi-ValuedNeuron with a Periodic Activation Function", Proceedings of the 40^th IEEE International Symposium on Multiple-Valued Logic (ISMVL-2010), Barcelona, Spain, May 26-28, 2010, IEEE Computer Society Press, pp. 33-38.

Members' selected previous publications:

Dr Igor Aizenberg

Dr Parag Lala