论文信息 - Error correction and detection system based on Hopfield networks

Error correction and detection system based on Hopfield networks

Error correction is a basic feature of a communication system. Therefore there are sought, and still seek, many solutions to this problem. In this paper we present a solution for the correction of errors that are made by means of associative memories based on Hopfield networks. The solution we found solves many problems regarding both random error correction and burst type occurring in the transmission of a code word to the communication channel.

Laurentiu Ionescu | Gheorghe Serban | Alin Mazare | Constantin Anton | Ion Tutanescu

[1] Matthias Löwe,et al. The storage capacity of the Hopfield model and moderate deviations , 2005 .

[2] Gheorghe Serban,et al. FPGA implementation of an associative content addressable memory , 2011, 2011 International Conference on Applied Electronics.

[3] S. Magalhães,et al. Inverse freezing in the van Hemmen fermionic Ising spin glass with a transverse magnetic field , 2011 .

[4] Laurentiu Ionescu,et al. Reed-Muller decoder with associative memories , 2011, 2011 International Conference for Internet Technology and Secured Transactions.

[5] Raúl Rojas,et al. Neural Networks - A Systematic Introduction , 1996 .

[6] Gheorghe Amza,et al. Competitive Hopfield Neural Network Model for Evaluating Pedicle Screw Placement Accuracy , 2012 .