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high-dimension
相关语句
  高维
    On the other hand, the algorithms have to be able to handle large, heterogeneous and high-dimension data set.
    要求算法能实时高效地处理海量、异构、高维的无标签数据。
短句来源
    A single scalar time series was reconstructed into a high-dimension phase space by the phase space reconstruction, then the chaotic characteristics of the high-dimension phase space was further researched.
    利用相空间重构将单一标量时间序列重构为高维相空间,从而进一步研究了高维相空间的混沌等特性.
短句来源
    So far people have presented many clustering algorithms which applied to large-scale or high-dimension databases.
    至今为止人们已经提出了许多适用于大规模的、高维的数据库的聚类算法.
短句来源
  高维数
    Combining the Maximal Margin Principle and the Kernel Function Theory, it has effectively solved the difficult problems which have perplexed the machine learning researchers for a long time, such as small-sample, high-dimension, nonlinear, over-fitting, local optimal solution, etc.
    它将最大间隔原则和核函数理论结合在一起,有效地解决了长期困扰机器学习领域的小样本、高维数、非线性、过学习、局部最优解等难题。
短句来源
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  high-dimension
The machine conceptually implements the following idea: input vectors are non-linearly mapped to a very high-dimension feature space.
      
The machine conceptually implements the following idea: input vectors are non-linearly mapped to a very high-dimension feature space.
      
Low-and high-dimension limits of a phase separation model
      
The Belinsky-Zakharov inverse scatteringmethod is extended to a double high-dimension form.
      
Algorithms of determining maximum (in modulus) complex-conjugate eigenvalues are considered as applied to finding eigenvalues of high-dimension matrices according to the Khilenko method.
      
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With the increasingly rapid growth of processor speed, the interconnection network for networked parallel computing (NPC) has become an essential factor influencing on the efficiency of NPC. TH GBNet in this paper is a high speed scaleable, dynamic crossbar based interconnection network. TH GBNet not only has better scalability, but also can achieve high bandwidth and low latency data transmission and provides the powerful support for the network communication of NPC. As a basic unit of TH GBNet, TH Switch...

With the increasingly rapid growth of processor speed, the interconnection network for networked parallel computing (NPC) has become an essential factor influencing on the efficiency of NPC. TH GBNet in this paper is a high speed scaleable, dynamic crossbar based interconnection network. TH GBNet not only has better scalability, but also can achieve high bandwidth and low latency data transmission and provides the powerful support for the network communication of NPC. As a basic unit of TH GBNet, TH Switch has eight full duplex ports and the unidirectional bandwidth of the port can reach 1.056 Gbps, the transmission latency is only 30ns in transmitting 32 bits data. This paper illustrates the structure of TH Switch and the design of routing algorithm for k ary n cube interconnection network in TH Switch. For reducing the heavy load of the high dimension channel in Idle routing algorithm for message passing, an improved idle algorithm with introducing a pseudo random variable is described. In resolving the contention of the outport of the TH Switch, the arbitration unit with token cyclic test mode is designed. Finally, the analysis based on the simulation of improved idle routing algorithm shows that it is not only very simple and easy to implement using hardware, but also has high efficiency.

随着处理器速度的不断提高,互联网络逐渐成为限制网络并行计算系统性能发挥的主要瓶颈.本文中所介绍的TH-GBNet是基于动态crosbar开关的可扩展高速互联网络.TH-GBNet系统以TH-Switch为基本开关单元,具有很强的扩展能力.其中的TH-Switch开关单元具有8个双向端口,单向的数据传输率能够达到1.056Gbps.本文主要介绍了高速开关TH-Switch的结构及其在k-aryn-cube互联网络中路由算法的设计.为了缓解Idle算法所造成的通信热点问题,提出了引入伪随机变量的Improved-Idle算法.在TH-Switch的仲裁部件设计中,采用基于令牌机制的循环检测方式,以提高资源申请仲裁的速度.在本文最后给出了仿真实验的数据结果,并介绍了进一步的研究工作.

The security of the NTRU Public Key Cryptosystem is based on the hard problem of finding a very short vector in a lattice of very high dimension.Encryption and decryption with NTRU algorithms is extremely fast,and key creation is fast and easy.Because of their security and efficiency,the NTRU will be used widely in the future.This pa-per introduces the standard NTRU lattice and the reaction attack which against several public key cryptosystems based on lattice problems.It also discusses some countermeasures...

The security of the NTRU Public Key Cryptosystem is based on the hard problem of finding a very short vector in a lattice of very high dimension.Encryption and decryption with NTRU algorithms is extremely fast,and key creation is fast and easy.Because of their security and efficiency,the NTRU will be used widely in the future.This pa-per introduces the standard NTRU lattice and the reaction attack which against several public key cryptosystems based on lattice problems.It also discusses some countermeasures of protecting NTRU against chosen ciphertext and reaction attack and so on.

NTRU算法的安全性取决于从一个非常大的维数格中寻找很短向量的困难性。用NTRU产生的密钥方法比较容易,加密、解密的速度比RSA等算法快得多。从安全性和有效性方面分析,NTRU密码体制有着广阔的应用前景。文章介绍了NTRU标准格和目前用来攻击基于格问题的公开密钥体制倒退攻击(reactionattack)法,讨论了预防、跟踪NTRU算法遭受攻击的措施。NTRU是一种新的、快速安全的公开密钥体制,将会在公开密钥体制中占有重要的地位。

This paper introduces a new public key cryptosystem which is called NTRU algorithms. The security of the NTRU is based on the hard mathematical problem that of finding very short vectors in lattices of very high dimension. Encryption and decryption with NTRU is extremely fast and key creation is fast and easy. Because of their security and efficiency, the NTRU will be used widely in the future.

本文介绍了一种新的公工密钥体制NTRU。NTRU算法的安全性取决于从一个非常大的维数格中寻找很短向量的困难性 ,用NTRU产生的密钥方法比较容易 ,加密、解密的速度比RSA等算法快得多。从安全性和有效性方面分析 ,NTRU密码体制有着广阔的应用前景。

 
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