Title :
t-error correcting/d-error detecting (d>t) and all unidirectional error detecting codes with neural network. II
Author :
Htay, Maung Maung ; Iyengar, S. Sitharama ; Zheng, Si Qing
Author_Institution :
Dept. of Inf. Technol., Radford Univ., VA, USA
Abstract :
For pt.I. see ITCC, IEEE proceeding, p. 529-36 (April 2001). In this paper, we develop an algorithm for t-error correcting/d-error detecting and all unidirectional error detecting (t-EC/d-ED/AUED) codes in the framework of neural work. As t-EC/d-ED/AUED codewords are formed by concatenation of information bits and one or more groups of check bits depending on how we want to construct code, we demonstrate neural network algorithms for constructing, detecting and correcting codes. As a continuation of the previous paper, we present an algorithm, code construction, detecting and correcting for 2EC/5ED/AUED code II. We also plan to present for other codes with more examples in near future as well.
Keywords :
error correction codes; error detection codes; neural nets; threshold logic; all unidirectional error detecting codes; check bits; neural network; t-EC/d-ED/AUED codes; t-error correcting/d-error detecting codes; Computer errors; Computer science; Decoding; Encoding; Error correction; Error correction codes; Information technology; Neural networks; Redundancy; Sufficient conditions;
Conference_Titel :
Information Technology: Coding and Computing, 2002. Proceedings. International Conference on
Print_ISBN :
0-7695-1506-1
DOI :
10.1109/ITCC.2002.1000420