Novel stability criteria for fuzzy Hopfield neural networks based on an improved homogeneous matrix polynomials technique

The global stability problem of Takagi-Sugeno(T-S) fuzzy Hopfield neural networks(FHNNs) with time delays is investigated.Novel LMI-based stability criteria are obtained by using Lyapunov functional theory to guarantee the asymptotic stability of the FHNNs with less conservatism.Firstly,using both Finsler’s lemma and an improved homogeneous matrix polynomial technique,and applying an affine parameter-dependent Lyapunov-Krasovskii functional,we obtain the convergent LMI-based stability criteria.Algebraic properties of the fuzzy membership functions in the unit simplex are considered in the process of stability analysis via the homogeneous matrix polynomials technique.Secondly,to further reduce the conservatism,a new right-hand-side slack variables introducing technique is also proposed in terms of LMIs,which is suitable to the homogeneous matrix polynomials setting.Finally,two illustrative examples are given to show the efficiency of the proposed approaches.     

多光子跃迁下the Number-Chaotic态光场与运动二能级原子相互作用系统的保真度

利用全量子理论,研究了多光子跃迁下NCS(the number-chaotic state)态光场与运动二能级原子相互作用系统的保真度。讨论了原子的初始状态、数态光子数、热平均光子数、跃迁光子数、场模结构参数对系统保真度的影响。结果表明:场模结构参数影响系统量子态的振荡周期;热平均光子数影响系统保真度大小;原子初始状态、数态光子数及跃迁光子数选取不同,系统量子态的保真度表现出不同的规律。     

超高压处理对不同果蔬结构和性质的影响

超高压处理用于提高食品的安全性和贮藏性已被广泛用于果蔬制品,但主要限于流态食品,原因是超高压处理可能会影响到固态食品的结构。为了探究超高压处理对不同品种的果蔬结构和性质的影响,选择了5种具有不同的密度、含水量、微观结构和质构特性的果蔬,采用不同的超高压处理条件,分析在不同压力大小和保压时间条件下,果蔬结构和性质的变化情况。结果表明:果蔬的质地会影响其耐压特性,当果蔬质地柔软、空泡结构较少时,耐压性较好;反之,果蔬的体积容易被压缩,由于组织结构的差异,不同果蔬受压时体积变化差异很大;密度大、初始硬度大的果蔬受超高压处理后硬度等质构指标下降幅度更大。保压时间的延长会进一步破坏果蔬的质构和结构。     

基于深度学习的patch-match双目三维重建

以patch-match为核心的算法在双目立体重建中有着广泛应用,因其具有低内存消耗、重建精度高等优良性能;然而,传统patch-match算法需要有序地对图像中的每一个像素点进行迭代求取最优视差值d,从而导致运行时间较高。为了解决该问题,在传统patch-match算法的基础上引入基于学习的模型作为指导来降低运行时间,提高立体重建精度。利用深度学习模型输出每个像素伴有异方差不确定度的初始视差图,异方差不确定度用于衡量网络模型所预测视差值的准确度;将异方差不确定度和初始视差作为patch-match算法的先验信息;在平面细化步骤中,利用每个像素点的异方差不确定度大小动态调整其搜索区间,实现减少运行时间的目标。在Middlebury数据集上,通过与原有算法比较可知,改进后的算法在运行时间上减少20%,同时,在不连续等区域上的重建精度得到略微提高。     

多光子反Jaynes-Cummings模型中混合态二能级原子的粒子数反转特性

利用多光子反Jaynes-Cummings模型研究了单模相干光场与混合态二能级原子相互作用时,二能级原子的粒子数反转特性.讨论了相干光场的平均光子数、跃迁光子数以及原子初始态的混合度等参量对粒子数反转的影响.结果表明：二能级原子的粒子数反转有周期性的崩塌和回复现象. 相干光场平均光子数和跃迁光子数的增加会改变原子的回复周期和崩塌的衰减时间;随相干光场平均光子数的增加粒子数反转的振荡频率增大;随着混合度的减少回复的周期性和崩塌的衰减时间不发生变化但粒子数反转的振荡幅度增大.     

一类脉冲时滞宿主一大寄生物系统周期解及全局吸引性(英文)

By using Mawhin continuation theorem,an important lemma and some analysis techniques,sufficient conditions ensuring the existence and global attractivity of positive periodic solutions for an impulsive differential equation with time varying delay are investigated.     

荧光衍生化试剂2-(4-羧基苯基)-4,5-萘并咪唑的合成及在HPLC测定醇类中的应用

 合成了一种用于醇类分析的高灵敏度的荧光衍生化试 剂2-(4-羧基苯基)-4,5-萘并咪唑(CNI),将其在二氯甲烷中于80 ℃条件下与醇缩合成酯 ,并采用RP-HPLC法进行分离检测,色谱柱为Zorbax Bp C8柱(250　mm×4.6　mm i.d.) ,流动 相为V(乙腈)∶V(甲醇)=90∶10的溶液,荧光检测波长λex 345 nm, λem 485　nm。同时,测定了人血清中的胆固醇,其最低检出质量浓度为1.0 μg /L。     

Solar energy full-spectrum perfect absorption and efficient photo-thermal generation

Designing and manufacturing cost-effective absorbers that can cover the full-spectrum of solar irradiation is still critically important for solar harvesting. Utilizing control of the lightwave reflection and transmission, metamaterials realize high absorption over a relatively wide bandwidth. Here, a truncated circular cone metasurface (TCCM) composed of alternating multiple layers of titanium (Ti) and silicon dioxide (SiO₂) is presented. Enabled by the synergetic of surface plasmon resonances and Fabry-Pérot resonances, the TCCM simultaneously achieves high absorptivity (exceed 90%), and absorption broadband covers almost the entire solar irradiation spectrum. In addition, the novel absorber exhibits great photo-thermal property. By exploiting the ultrahigh melting point of Ti and SiO₂, high-efficiency solar irradiation absorption and heat release have been achieved at 700℃ when the solar concentration ratio is 500 (i.e., incident light intensity at 5×10⁵ W/m²). It is worth noting that the photo-thermal efficiency is almost unchanged when the incident angle increases from 0° to 45°. The outstanding capacity for solar harvesting and light-to-heat reported in this paper suggests that TCCM has great potential in photothermal therapies, solar desalination, and radiative cooling, etc.     

有理B样条曲线的快速逐点生成算法

给出了有理B样条曲线的快速逐点生成算法。对均匀有理参数曲线或非均匀有理参数曲线（NURBS），对低次有理B样条曲线和高次有理B样条曲线都适用，算法速度快，效率高，具有广泛的应用价值。