TY - GEN
T1 - High-Order Perceptrons for Decoding Error-Correcting Codes
AU - Tseng, Yuen Hsien
AU - Wu, Ja Ling
N1 - Publisher Copyright:
© 1992 IEEE
PY - 1992
Y1 - 1992
N2 - In this paper, we prove that the single-error correcting (2n-1, 2n-1-n) Hamming code and its extended single-error correcting/double-error detecting (2n, 2n-1-n) code can be decoded by low-complexity single-layer perceptrons which use high-order polynomials as their discriminant functions, and that multiple-error correcting codes can be decoded by two-layer networks with high-order perceptrons in the first layer and linear perceptrons in the second layer.
AB - In this paper, we prove that the single-error correcting (2n-1, 2n-1-n) Hamming code and its extended single-error correcting/double-error detecting (2n, 2n-1-n) code can be decoded by low-complexity single-layer perceptrons which use high-order polynomials as their discriminant functions, and that multiple-error correcting codes can be decoded by two-layer networks with high-order perceptrons in the first layer and linear perceptrons in the second layer.
UR - http://www.scopus.com/inward/record.url?scp=24244431637&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=24244431637&partnerID=8YFLogxK
U2 - 10.1109/IJCNN.1992.227042
DO - 10.1109/IJCNN.1992.227042
M3 - Conference contribution
AN - SCOPUS:24244431637
T3 - Proceedings of the International Joint Conference on Neural Networks
SP - 24
EP - 29
BT - Proceedings - 1992 International Joint Conference on Neural Networks, IJCNN 1992
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 1992 International Joint Conference on Neural Networks, IJCNN 1992
Y2 - 7 June 1992 through 11 June 1992
ER -