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A statistical solution to a text decoding challenge problem

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4 Author(s)
Xindi Cai ; Dept. of Electr. & Comput. Eng., Missouri Univ., Rolla, MO, USA ; Rui Xu ; Samaranayake, V.A. ; Wunsch, D.C.

Given an encoded unknown text message in the form of a three dimensional spatial series generated by the use of four smooth nonlinear functions, we use a method based on simple statistical reasoning to pick up samples for rebuilding the four functions. The estimated functions are then used to decode the sequence. The experimental results show that our method gives a nearly perfect decoding, enabling us to submit a 100% accurate solution to the IJCNN challenge problem

Published in:

Neural Networks, 2001. Proceedings. IJCNN '01. International Joint Conference on  (Volume:2 )

Date of Conference:

2001