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基于能量空间逼近策略的三层前馈神经网络隐层训练算法
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作者 崔荣一 洪炳熔 《计算机研究与发展》 EI CSCD 北大核心 2003年第7期907-912,共6页
针对基于最佳平方逼近的三层前馈神经网络讨论了隐层生长模式的一种训练策略 首先根据隐层输出行为和期望输出数据的分布特征对样本数据确定的N维空间进行了不同意义上的划分 分析表明最有效的隐单元其输出向量应该在误差空间存在投影... 针对基于最佳平方逼近的三层前馈神经网络讨论了隐层生长模式的一种训练策略 首先根据隐层输出行为和期望输出数据的分布特征对样本数据确定的N维空间进行了不同意义上的划分 分析表明最有效的隐单元其输出向量应该在误差空间存在投影分量 ,同时该分量应位于目标空间中的某一能量空间内 在此基础上提出了基于能量空间逼近策略的隐层生长式训练算法 展开更多
关键词 三层前馈神经网络 隐层训练算法 表示空间 误差空间 目标空间 耗损空间 能量空间
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Cooperative communication technology based on relay antenna in high-speed train scenario 被引量:2
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作者 LEI Xi-qian JIANG Zhan-jun +1 位作者 FENG Jing HE Jie-wen 《Journal of Measurement Science and Instrumentation》 CAS CSCD 2018年第4期367-372,共6页
The user signal quality as well as the performance of transmission link experiences severe loss due to wireless channel fading and propagation loss in high-speed railway scenario.To improve the quality at the receivin... The user signal quality as well as the performance of transmission link experiences severe loss due to wireless channel fading and propagation loss in high-speed railway scenario.To improve the quality at the receiving end,spatial diversity was realized by means of cooperative communication technology based on the uncorrelated characteristics of the channels.The model of mobile communication system in high-speed railway was set up,and a cooperative scheme based on statistics was proposed.Mathematical analysis and simulation results show that the quality of the received signal and the performance of the transmission link are significantly improved using cooperative communication technology compared to that in non-cooperative communication mode. 展开更多
关键词 high-speed train channel fading propagation loss cooperative communication technology spatial diversity
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Loaded antenna in half lossy space base on HDGA
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作者 孙国玺 尹俊勋 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2005年第5期551-554,共4页
Antenna loads can modify the current distribution on the wires, thus improving antenna characteristics in the process. However, it is difficult to calculate appropriate loads of antenna near the ground because in half... Antenna loads can modify the current distribution on the wires, thus improving antenna characteristics in the process. However, it is difficult to calculate appropriate loads of antenna near the ground because in half lossy space there are inherent situational complexities. This paper optimizes loads of antenna near the ground base using a half-determlned genetic algorithm. The numerical results show the HDGA has a quicker convergent speed and a better convergent value than the SGA. 展开更多
关键词 loads of antenna near ground half-determined GA sommerfeld integral
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