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一种新的并行排序算法研究

A New Parallel Sorting Algorithm

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【作者】 孟令奎金先级张江陵

【Author】 Meng LingkuiDept. of Computer Sci.& Engin.,H. U. S.T.,Wuhan 430074,China;Jin Xianji

【机构】 华中理工大学计算机科学与工程系

【摘要】 讨论了一种新的并行排序算法.基于前馈阈值神经网络结构,该排序模型利用O(mn ̄2)个神经元经6个时间步(6级前馈)即可完成排序,排序时间与排序规模无关

【Abstract】 By considering the specific features of parallel computation of neural networks(NNs),anew parallel sorting model based on feedforward threshold NNs is proposed.The basic pro-cessing unit,i.e.,the neuron in the NNs,is a linear threshold device. The selection ofweights is limited to the polynomial level of the input parameters and the weights in each lay-er are fixed. Analysis and simulation show that the sorting could be completed in six timesteps using O(mn ̄2)neurons,where n is the number of data to be sorted and m is the binarybit number of each datum.The sorting time is independent of the sorting size. The simplestructure of the neuron makes the NNs suitable for realization with VLSI.

  • 【分类号】TP301.6
  • 【被引频次】1
  • 【下载频次】84
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