排序方式: 共有59条查询结果,搜索用时 31 毫秒
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人工神经网络在火灾探测中的应用 总被引:1,自引:0,他引:1
火灾的早期探测是较为复杂且具有重要意义的研究课题。针对传统火灾探测方法存在的不足,提出了一种基于人工神经网络技术的火灾自动探测系统,即采用黄金分割优选法对网络隐含层节点数进行优选,采用优于BP算法的LM算法进行网络学习训练。实验结果表明不仅这种系统具有拟合精度高和运算速度快等优点,且探测效率良好。 相似文献
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刘秋艳 《天津职业院校联合学报》2011,(5):19-21
数显稳压电源被广泛应用于各种需电压显示的场所,它使用户对所用电压一目了然,节省测试时间。本文主要介绍了用LM317与ICL7107构成可调数显电源的组成、工作原理及电路的调试方法。 相似文献
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讨论了基于Levenberg—Marquardt(LM)算法的BP神经网络及其GDP预测的应用。LM算法利用误差函数二阶导数信息,对高斯一牛顿法的优化,相对传统的负梯度法而言,其收敛速度更快。最后以贺州市GDP为例,就预测的效率和精确度来说,LM—BP网络预测GDP的速度和精度明显优于标准的BP算法网络。 相似文献
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王珏敏 《宁波职业技术学院学报》2014,(2):92-95
采用红外发射管和红外接收管实现了模拟信号和数字信号的红外通信。红外模拟语音系统中,将声音信号转化来的电信号作为模拟信号直接发送,在接收端经过集成放大LM386芯片等处理后,将电信号还原成声音信号,实现红外模拟通信。红外数字通信系统中,增加一路数字信道,采用数字温度传感器DS18B20实时对温度进行采集,通过单片机STC89C52控制将数字信号发送,在接收端经过非门输入单片机通过1602得以显示。 相似文献
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CAI Ke-ke BU Jia-jun CHEN Chun QIU Guang 《浙江大学学报(A卷英文版)》2007,8(6):871-882
This paper explores the application of term dependency in information retrieval (IR) and proposes a novel dependency retrieval model. This retrieval model suggests an extension to the existing language modeling (LM) approach to IR by introducing dependency models for both query and document. Relevance between document and query is then evaluated by reference to the Kullback-Leibler divergence between their dependency models. This paper introduces a novel hybrid dependency structure, which allows integration of various forms of dependency within a single framework. A pseudo relevance feedback based method is also introduced for constructing query dependency model. The basic idea is to use query-relevant top-ranking sentences extracted from the top documents at retrieval time as the augmented representation of query, from which the relationships between query terms are identified. A Markov Random Field (MRF) based approach is presented to ensure the relevance of the extracted sentences, which utilizes the association features between query terms within a sentence to evaluate the relevance of each sentence. This dependency retrieval model was compared with other traditional retrieval models. Experiments indicated that it produces significant improvements in retrieval effectiveness. 相似文献