军用仿生技术发展趋势

仿生技术是武器装备发展的核心技术,已成为新概念武器装备发展及性能提升的常用方法,具有极其广阔的应用前景。文章针对仿生技术的发展历程、技术现状及其在军事装备发展中所发挥的作用进行阐述,分析了决定军事仿生技术发展的生物结构表征技术、仿生设计技术、生物制造技术与军事应用具体特点,以及军事仿生技术发展趋势。     

Visual-simulation region proposal and generative adversarial network based ground military target recognition

Ground military target recognition plays a crucial role in unmanned equipment and grasping the battlefield dynamics for military applications, but is disturbed by low-resolution and noisy-representation. In this paper, a recognition method, involving a novel visual attention mechanism-based Gabor region proposal sub-network (Gabor RPN) and improved refinement generative adversarial sub-network (GAN), is proposed. Novel central–peripheral rivalry 3D color Gabor filters are proposed to simulate retinal structures and taken as feature extraction convolutional kernels in low-level layer to improve the recognition accuracy and framework training efficiency in Gabor RPN. Improved refinement GAN is used to solve the problem of blurry target classification, involving a generator to directly generate large high-resolution images from small blurry ones and a discriminator to distinguish not only real images vs. fake images but also the class of targets. A special recognition dataset for ground military target, named Ground Military Target Dataset (GMTD), is constructed. Experiments performed on the GMTD dataset effectively demonstrate that our method can achieve better energy-saving and recognition results when low-resolution and noisy-representation targets are involved, thus ensuring this algorithm a good engineering application prospect.     

基于订阅分发机制的军事信息系统知识库协同框架探讨

针对分布在不同军工领域的小型知识库无法发挥跨领域知识按需共享的问题,提出了一种基于订阅/分发机制的分布式知识库协同框架,描述了知识库协同框架的系统结构以及主要的功能组成,通过知识库实例分析说明,阐明了协同框架进行数据交换共享的运行机制。     

基于智慧校园建设推进军队院校教育现代化路径探究

教育信息化是教育现代化的基本内涵和显著特征.当前,我国正处于由基本实现教育现代化迈向整体实现教育现代化的重要战略期,国家教育从理论和实践层面进行了大量探索.在军队院校教育领域,教育技术应用、训练管理领域网络建设、数字校园建设等均为军队院校教育现代化奠定了创新发展基础,智能教育应用模式的改革探索也为军队院校教育现代化描绘...     

人工智能赋能军事训练

随着大数据、物联网和5G的不断发展,海量数据的获取变得越来越容易,人工智能技术利用GPU的强大计算能力和深度学习网络对高维数据和非线性模型的拟合能力,迎来了飞跃式发展,深刻改变着人类生产、生活和学习方式,出现了语音识别、机器翻译、无人驾驶及智能机器人等场景,计算、数据与模型的不断发展也成为推动人工智能前进的主要动力.本...     

Does military spending stimulate growth? An empirical investigation in Italy

This paper investigates the effect of military burden on economic growth and extends previous works on the optimal size of government expenditure by exploring how external threat affects the preferences of the households and, in turn, economic growth. Post World War II Italian data are used to estimate nonlinear growth models using time-series semi-parametric methods. The estimates show that total government and civilian burdens are productive, whereas, military burden has significant effects on economic growth through the expenditure for peacekeeping missions, which reduces the insecurity in the home country. This may justify economically the current not negligible budget devoted to peacekeeping and humanitarian missions.     

MILITARY EXPENDITURE AND ECONOMIC GROWTH IN MIDDLE EASTERN COUNTRIES: A DYNAMIC PANEL DATA ANALYSIS

Defence expenditures have both costs and benefits to the economy. The costs of defence expenditures are mainly emphasized as opportunity costs. On the other hand, defence spending may have growth‐promoting potential benefits: a rise in defence spending may result in a higher aggregate demand, production and employment. This paper examines empirically the effects of military expenditures on economic growth for Middle Eastern countries and Turkey, for the time‐period 1989–1999. The relationship between military expenditure and economic growth is investigated by using cross‐section and dynamic panel estimation techniques. Empirical analysis indicates that military expenditure enhances economic growth in the Middle Eastern countries and Turkey as a whole.     

Military Expenditure,Endogeneity and Economic Growth

Abstract

While not always a concern for the general economic growth literature, the debate over the effects of military spending on growth continues to develop, with no consensus, but a deepening understanding of the limitations of previous work. One important issue that has not been adequately dealt with is the endogeneity of military spending in the growth equation, mainly because of the difficulty of finding any variables that would make adequate instruments. This paper considers this issue, using an endogenous growth model estimated on a large sample of 109 non-high-income countries for the period 1998–2012. The empirical analysis is framed within an instrumental variable setting that exploits the increase in military spending that occurs when unrest in a country escalates to turmoil. The estimation results show that endogeneity arising from reverse causality is a crucial issue, with the instrumental variable estimates providing a larger significant negative effect of military spending on growth than OLS would. This result is found to be robust to different sources of heterogeneity and different time periods.     

Military Spending and Growth: The Role of Institutions

Recent literature on whether military spending affects economic growth argues that the relationship may be a conditional one. We add to this literature by considering the role that ‘good institutions’ play in the effect of military spending on growth. Using data from a sample of over 100 countries from 1988 to 2010, our analysis suggests that the effect of military spending on growth is generally negative or zero at best, and this effect is mitigated in the presence of good economic and political institutions.     

《国防科技》期刊文献计量及研究热点分析

对《国防科技》发表的期刊文献信息进行统计分析,并利用Citespace技术对研究热点词汇进行可视化分析,进而提出一系列提高刊物质量的合理建议.