基于Delphi扫描线技术的快速图像处理

传统的图像处理一般采用像素点赋值的方法,处理速度极慢,对于大型图像几乎无能为力,而Delphi扫描线方法是对图像的每一行进行扫描,获得各像素的内存地址.这种内存操作比常规的像素点赋值效率高很多,从而可以大大提高大型位图图像的处理速度.     

基于实时微内核的零拷贝通信协议

在分析现有零拷贝通信协议实现的基础上,提出了基于实时微内核的零拷贝通信协议RTZCP.针对不同的应用场景,RTZCP协议对单个数据包采用了传统的内存重映射方式来消除用户空间与内核空间之间的数据拷贝,而对于需要分片的大数据包,则采用RMA(远程内存访问)方式来实现零拷贝通信的目的.设立了专门静态网络通信资源的分配管理机制,以及具有缓冲机制的通信接口技术来优化处理IP数据包的分片机制.测试结果表明,RTZCP协议能够在提供比传统网络通信协议更低的通信延时的情况下,充分地保证实时数据包的实时通信性能.     

人手柔性触觉感知特性

提出了一种新颖的基于弹性梁有效变形长度控制的柔性触觉感知再现方法,并研制了柔性触觉感知装置.通过在该柔性触觉装置上进行实验,对人手的柔性触觉感知特性进行了研究,得出一些结论.刚度越大,分辨率越低,随着刚度的增大,相比较的2个物体间需具有更大的刚度差异才能够分辨.当人们触摸物体时,习惯的次数为2～6次,按压频率主要分布在0.3～1.3 Hz.实验点的刚度越大越难记忆.连续感知的正确率要明显高于不连续感知的正确率.本实验方法简单有效,得出的实验结论不仅可用来改进触觉再现装置的设计,而且为触觉再现技术的研究提供了生理学依据.     

Long Memory of Financial Time Series and Hidden Markov Models with Time‐Varying Parameters

Hidden Markov models are often used to model daily returns and to infer the hidden state of financial markets. Previous studies have found that the estimated models change over time, but the implications of the time‐varying behavior have not been thoroughly examined. This paper presents an adaptive estimation approach that allows for the parameters of the estimated models to be time varying. It is shown that a two‐state Gaussian hidden Markov model with time‐varying parameters is able to reproduce the long memory of squared daily returns that was previously believed to be the most difficult fact to reproduce with a hidden Markov model. Capturing the time‐varying behavior of the parameters also leads to improved one‐step density forecasts. Finally, it is shown that the forecasting performance of the estimated models can be further improved using local smoothing to forecast the parameter variations. Copyright © 2016 John Wiley & Sons, Ltd.     

Exploring Survey‐Based Inflation Forecasts

This paper first shows that survey‐based expectations (SBE) outperform standard time series models in US quarterly inflation out‐of‐sample prediction and that the term structure of survey‐based inflation forecasts has predictive power over the path of future inflation changes. It then proposes some empirical explanations for the forecasting success of survey‐based inflation expectations. We show that SBE pool a large amount of heterogeneous information on inflation expectations and react more flexibly and accurately to macro conditions both contemporaneously and dynamically. We illustrate the flexibility of SBE forecasts in the context of the 2008 financial crisis. Copyright © 2011 John Wiley & Sons, Ltd.     

SMA-滚动隔震火炬塔的地震反应分析

提出一种新的SMA-滚动隔震支座,建立了该支座的恢复力模型,并应用于火炬塔基础部位.研究了该隔震体系在El-Centro地震波作用下的时程反应,并与非隔震的火炬塔结构体系进行了对比研究.计算结果表明,SMA-滚动隔震支座隔震体系的质量层最大绝对加速度可减少86.6%,上拔力减少了72.9%,轴力最大可减少87.2%.     

机器学习模型在地下水埋深模拟中的适应性分析

基于京津冀气象、社会资料及地下水埋深数据,构建支持向量机(SVM)、循环神经网络(RNN)和长短期记忆神经网络(LSTM)模型对京津冀地区13个城市地下水埋深进行了模拟,并以确定系数、均方根误差、平均绝对百分比误差、纳什系数对3个模型的适应性进行了评价。结果表明：LSTM模型模拟效果最好,其次是RNN,SVM最差;不同城市基于LSTM模型进行地下水埋深模拟时参数调整最少,适应性最好,SVM模型参数调整最多。将3个模型应用于随机选择的6个测站进行验证,在华北地区浅层地下水埋深模拟方面,LSTM模型模拟精度和可信度最好,适应性最强,是该地区地下水埋深模拟的首选机器学习模型。     

中枢记忆性T细胞和效应记忆性T细胞

免疫记忆是适应性免疫应答的重要特征,其细胞学基础的阐明是疫苗开发和疾病预防的关键。近年来的研究表明,记忆性T细胞可以被进一步划分为中枢记忆性T细胞和外周记忆性T细胞2个亚群,它们的分布和功能迥异,在生物学特性上也不尽相同。二者关系的深入探讨对于免疫记忆的认识和疾病防治均具有重大的理论和实践意义。     

Using Quantum Associative Memory to Simulate the Brain Functions

To simulate the brain functions, a quantum associative memory combined with information preprocessing by a sparse coding model is presented. The sparse coding scheme is used to simulate the information transformation from retina up to primary visual cortex (V1) along the visual path and the quantum associative memory is used to simulate the pattern processing functions of the brain such as the pattern storing, forgetting and retrieving. Experimental results show that the model exhibits good associative ability on face recognition. Considering the huge storage capacity, mass parailel-distributed processing ability and oscillatory phenomena of the quantum system, this model might he a biological plausible implementation.     

基于电流反馈的双通道忆阻器写操作方法

提出了一种基于电流反馈控制的双通道忆阻器写操作方法,利用镜像电流源分别作用于参考通道和忆阻通道,讨论了参考通道对写操作精确度的影响,并与一种经典的电压反馈控制忆阻器写操作方法进行数值分析和电路仿真比较.结果表明:这种方法对忆阻器的写操作将具有更好的准确度和可靠性,证明了这种具有参考通道的忆阻器写操作方法的可行性.