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Polar neural network decoder for storage devices

机译:存储设备的极性神经网络解码器

摘要

A method, apparatus, non-transitory computer readable medium, and system for using an error correction code in a memory device having a neural network are described. Embodiments of the method, apparatus, non-transitory computer readable medium and system may receive a signal from a physical channel, the signal being based on a modulated symbol representing information bits encoded using an error correction coding regime, features from the signal extract using a feature extractor trained using probability data acquired from the physical channel and decode the information bits with a neural network decoder using the extracted features as input.
机译:描述了一种方法,装置,非暂时性计算机可读介质和用于在具有神经网络的存储器件中使用纠错码的系统。 方法,装置,非暂时性计算机可读介质和系统的实施例可以从物理信道接收信号,信号基于表示使用纠错编码制度编码的调制符号的调制符号,使用a的信号提取物 使用从物理信道获取的概率数据训练的特征提取器,并使用作为输入的提取特征用神经网络解码器解码信息位。

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