Publications

2012-2013 CIL publications:

Aizenberg I., “Hebbian and Error-Correction Learning for Complex-Valued NeuronsSoft Computing, vol. 17, No 2, February 2013, pp. 265-273.
The original SpringerLink
: http://www.springerlink.com/openurl.asp?genre=article&id=doi:10.1007/s00500-012-0891-8

Aizenberg I., Luchano A., and Manetti S. "A Modified Learning Algorithm for the Multilayer Neural Network with Multi-Valued Neurons Based on the Complex QR Decomposition", Soft Computing, vol. 16, No 4, April 2012, pp. 563-575. The original SpringerLink: http://www.springerlink.com/content/nl268x0877620k01/fulltext.pdf

Aizenberg I., “A Modified Error-Correction Learning Rule for Multilayer Neural Network with Multi-Valued Neurons”, Proceedings of the 2013 IEEE International Joint Conference on Neural Networks (IJCNN 2013), August, 2013, pp. 970-977.

Manyakov N.V., Aizenberg I., Chumerin N., and Van Hulle M., “Phase-Coded Brain-Computer Interface Based on MLMVN”, book chapter in Complex-Valued Neural Networks: Advances and Applications (A. Hirose – Ed.), Wiley, 2013, pp. 185-208.

Wilson J. and Aizenberg I., “Intelligent Edge Detection using a CUDA Simulator of Multilayer Neural Network Based on Multi-Valued Neurons”, Proceedings of the 2012 International Conference on Image Processing, Computer Vision & Pattern Recognition (IPCV-WORLDCOMP’12) (H.A. Arabnia and L. Deligiannidis – Eds.), CSREA Press, Las Vegas, July 2012, pp. 291-297.

Aizenberg I. and Wallace G., “Intelligent detection of Impulse Noise using Multilayer Neural Network with Multi-Valued Neurons”, SPIE Proceedings, vol. 8295, February 2012, pp. 82950S-1- 82950S-12.

Lala P., "Transient and Permanent Fault Injection in VHDL Description of Digital Circuits," Circuits and Systems, Vol. 3 No. 2, 2012, pp. 192-199.

Lala P., A digital hardware-based approach for molecular sequence comparison”, Information Engineering, vol. 2, issue 3, September 2013, pp.37-43.

 

Members' selected previous publications:

Dr Igor Aizenberg

 

Dr Parag Lala