电控汽油机怠速模糊RBF神经网络控制

针对电控汽油机怠速控制要求,提出了一种模糊径向基函数(RBF)神经网络控制方案,在MATLAB环境下进行了控制仿真,获得了比PID、模糊、模糊BP神经网络更好的控制性能。     

Complementary Tasks to Measure Working Memory in Distinct Prefrontal Cortex Subregions in Rats.

Acquisition of odor-guided or visually-guided delayed win-shift behavior was evaluated in rats after lidocaine-induced inactivation within the agranular insular area of the prefrontal cortex (PFC) or the prelimbic area of the PFC. Additional sites and tasks were used to control for neuroanatomical and behavioral specificity of lidocaine inactivation of the agranular insular and prelimbic areas. Results showed that acquisition of the odor-guided delayed win-shift task was dependent on the agranular insular area, whereas acquisition of the visually-guided version was dependent on the prelimbic area. This dissociation suggests that the stimulus modality used is critical for revealing working memory functions of different PFC subregions. The described methods provide a complementary means to study working memory in PFC subregions using a radial-arm maze. (PsycINFO Database Record (c) 2010 APA, all rights reserved)     

Using Hazard Functions to Assess Changes in Processing Capacity in an Attentional Cuing Paradigm.

Processing capacity-defined as the relative ability to perform mental work in a unit of time-is a critical construct in cognitive psychology and is central to theories of visual attention. The unambiguous use of the construct, experimentally and theoretically, has been hindered by both conceptual confusions and the use of measures that are at best only coarsely mapped to the construct. However, more than 25 years ago, J. T. Townsend and F. G. Ashby (1978) suggested that the hazard function on the response time (RT) distribution offered a number of conceptual advantages as a measure of capacity. The present study suggests that a set of statistical techniques, well-known outside the cognitive and perceptual literatures, offers the ability to perform hypothesis tests on RT-distribution hazard functions. These techniques are introduced, and their use is illustrated in application to data from the contingent attentional capture paradigm. (PsycINFO Database Record (c) 2010 APA, all rights reserved)     

Modeling of microstrip lines using neural networks: Applications to the design and analysis of distributed microstrip circuits

In this article, two models for solving microstrip lines are presented. The models utilize radial-basis-function neural networks. Using the first model, one estimates the effective dielectric constant and the width of the microstrip line, knowing its characteristic impedance and the frequency. The second model provides the effective dielectric constant and the characteristic impedance of the line based on knowledge of its width and the frequency. Besides their remarkably fast responses, the proposed models are capable of estimating the required quantities with very high accuracy. The potential of the proposed models is demonstrated in the design and analysis of two distributed microstrip circuits. © 2004 Wiley Periodicals, Inc. Int J RF and Microwave CAE 14, 166–173, 2004.     

基于量子神经网络(QNN)的语音增强技术

将量子神经网络(QNN)应用于语音增强技术中,并与基于径向基函数神经(RBF)网络的语音增强技术进行比较.实验结果表明,基于QNN上的语音增强技术效果比基于人工神经网络(ANN)中的RBF网络的语音增强技术效果好,消噪能力强,有更好的鲁棒性.另外,该技术还能够改善语音质量.     

基于PCA-RBF网络模型的硫化矿自燃安全性研究

为了更加准确地预测硫化矿自燃安全性,综合考虑硫化矿自燃倾向性及火灾后果严重性,将硫化矿自燃安全性划分为9个等级,并选取矿山含硫量、矿山含碳量、矿石温度、矿石堆放时间、采场人员数量、氧气浓度和采场矿层厚度作为评价因素集。利用主成分分析法（Principal Component Analysis,PCA）对94个采场样本数据进行降维处理,得到包含70%以上原始信息的3个主成分。将降维后的84组数据作为基于径向基函数神经网络（Radial Basis Function Neural Network,RBF）预测模型的训练样本,10组数据作为检验样本进行硫化矿自燃安全性预测。最后分别利用十折交叉验证法和留一法对94组检验样本的自燃安全性预测结果进行检验,得到硫化矿自燃安全性预测准确率分别为92.55%和91.49%。研究结果表明：PCA-RBF网络模型对硫化矿自燃安全性的预测性能良好,且优于未经主成分分析的结果。     

HTR-10全厂断电试验

10MW高温气冷实验堆在电气系统的设计中,针对全厂断电设计基准事故采取了相应的处理措施,在10MW高温气冷实验堆热态性能调试期间进行了全厂断电试验,用以验证10MW高温气冷实验堆应急供电系统的功能,结果表明,在发生全厂断电的设计基准事故时,由蓄电池组支持的不间断交流电源装置可以可靠地保证各专设安全设施完成其安全功能,并能为反应堆事故监测提供20小时的电力供应。     

基于径向基网络的燃气短期负荷预测

用径向基（RBF）神经网络对城市燃气系统进行短期负荷预测。在对鞍山市燃气系统的历史负荷数据进行短期预测结果表明，所建立的RBF神经网络模型具有较高的预测精度。     

宣钢取消混铁炉可行性分析

在对宣钢转炉炼钢厂的生产情况进行调研的基础上,对炼钢厂混铁炉的存在提出了置疑,并借鉴沙钢的"铁水包多功能"模式,提出取消混铁炉的可行性措施.