A hybrid n-tuple neuro-fuzzy classifier for handwritten numerals recognition

IEEE International Conference on Neural Networks - Conference Proceedings

Volumn 3, Issue , 2004, Pages 2379-2383

  Al Alawi, Raida ^a  

^a UNIVERSITY OF BAHRAIN   (Bahrain)

Author keywords

Fuzzy inference system; N tuple sampling; Neuro fuzzy classifiers; Numeral recognition; RAM based networks; Weightless neural networks

Indexed keywords

FUZZY INFERENCE SYSTEM; N-TUPLES SAMPLING; NEURO-FUZZY CLASSIFIERS; NUMERAL RECOGNITION; RAM-BASED NETWORKS; WEIGHTLESS NEURAL NETWORKS;

CHARACTER RECOGNITION; CLASSIFICATION (OF INFORMATION); COMPUTER SIMULATION; DATABASE SYSTEMS; FUZZY SETS; RANDOM ACCESS STORAGE; VECTORS;

NEURAL NETWORKS;

EID: 10844247149     PISSN: 10987576     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IJCNN.2004.1380999     Document Type: Conference Paper

References (13)

1. W. W. Bledsoe and I. Browning, "Pattern Recognition and Reading by Machine," in Proc. Eastern Joint Computer Conference, Boston, MA, pp. 232-255, 1959.
2. J. Austin. RAM-Based Neural Networks, Singapore: World Scientific, 1998.
3. Teresa B. Ludermir et al., Weightless Neural Models: A Review of Current and Past Works, Neural Computing Surveys, Vol. 2, 41-61, 1999.
4. R. Al-Alawi and T. J. Stonham, "Functionality of multi-layer Boolean neural networks," IEE Electronics letters, Vol. 25, No. 10, P. 65, 1989.
5. R. Al-Alawi & T. J. Stonham, "A training strategy and functionality analysis of digital multi-layer neural network," Journal of Intelligent Systems, SPECIAL ISSUE: ADVANCES IN DIGITAL NEURAL NETWORKS, Vol. 2, No. 1, pp. 52-91, 1992.
6. T. G. Clarkson et al., "Learning probabilistic RAM nets using VLSI structures," IEEE Transaction on Computers, Vol. 41, No. 12, pp. 1552-1561, 1992.
7. J Austin, J Kennedy, "A Hardware Implementation of a Binary Neural Network" MicroNeuro 1994, IEEE Computer Press, 1994.
8. R. Al-Alawi, "FPGA Implementation of a Pyramidal Weightless Neural Networks Learning System" International Journal of Neural Systems, Vol. 13, No. 4, pp.225-237, 2003.
9. I. Aleksander, W. Thomas, P. Bowden, "WISARD, a radical new step forward in image recognition," Sensor Review 4, 29-40, 1984.
10. S. Abe and M. S. Lan, "A Method for Fuzzy Rule Extraction Directly from Numerical Data and its application to Pattern Classification," IEEE Transaction on Fuzzy Systems, Vol. 3, no. 1, pp. 18-28, Feb. 1995.
11. P. K. Simpson, "Fuzzy Min-Max Neural Networks-Part 1: Classification," IEEE Transaction on Neural Networks, Vol. 3, no. 5, pp. 776-786, Sept. 1992.
12. I. Aleksander and T.J. Stonham, "Guide to Pattern Recognition Using Random-Access Memories," Computers and Digital Techniques, vol. 2, no. 1, pp. 29-40, 1979.
13. National Institute of Standards and Technology, NIST Special Data Base 19, NIST Handprinted Forms and Characters Database, 2002.