-
relax
RELAX算法,参数化谱估计(线谱)_RELAX方法(RELAX algorithm, parametric spectral estimation (line spectrum) _RELAX method)
- 2021-01-17 15:28:45下载
- 积分:1
-
Relevance-Vector-Machine
说明: 相关向量机(Relevance Vector Machine,简称RVM)是Micnacl E.Tipping于2000年提出的一种与SVM(Support Vector Machine)类似的稀疏概率模型,是一种新的监督学习方法。
它的训练是在贝叶斯框架下进行的,在先验参数的结构下基于主动相关决策理论(automatic relevance determination,简称ARD)来移除不相关的点,从而获得稀疏化的模型。在样本数据的迭代学习过程中,大部分参数的后验分布趋于零,与预测值无关,那些非零参数对应的点被称作相关向量(Relevance Vectors),体现了数据中最核心的特征。同支持向量机相比,相关向量机最大的优点就是极大地减少了核函数的计算量,并且也克服了所选核函数必须满足Mercer条件的缺点。(Relevance Vector Machine (RVM) is a sparse probability model similar to SVM (Support Vector Machine) proposed by Micnacl E. Tipping in 2000. It is a new supervised learning method.
Its training is carried out under the Bayesian framework. Under the structure of prior parameters, it is based on Automatic Relevance Determination (ARD) to remove the irrelevant points, so as to obtain the sparse model. In the iterative learning process of sample data, the posterior distribution of most parameters tends to zero, which is independent of the predicted value. The points corresponding to non-zero parameters are called Relevance Vectors, which represent the most core features of the data. Compared with support vector machine, the biggest advantage of correlation vector machine is that it greatly reduces the computation amount of kernel function, and also overcomes the shortcoming that the selected kernel function must meet Mercer's condition.)
- 2021-03-23 21:20:53下载
- 积分:1
-
dPe
双极性码元的误比特率计算,画出误比特率曲线。(bipolar symbol of the bit error rate calculation, to give the BER curves.)
- 2007-05-17 18:04:08下载
- 积分:1
-
matlab_no1
利用matlab做一些基礎的矩陣運算指令,包含建立矩陣、計算及求特徵值等等.....(Using matlab to do some basic matrix operations command, including the establishment of matrix eigenvalue calculation and demand and so on .....)
- 2009-11-24 18:09:44下载
- 积分:1
-
imagecipher4
Bifurcations of Nonlinear Systems
- 2009-06-06 07:31:33下载
- 积分:1
-
PrTb65
信号处理,Prony分析,常用于电力系统大扰动分析、在线模式分析、控制器设计等等(Signal processing, Prony analysis, commonly used in large power systems disturbance analysis, online mode analysis, controller design, etc.)
- 2010-12-28 10:03:02下载
- 积分:1
-
atmos_space_flight
说明: 大气层内航天器飞行动力学matlab仿真模型(The atmosphere inside the spacecraft flight dynamics matlab simulation model)
- 2008-10-27 10:05:12下载
- 积分:1
-
power_estimate
本程序按照胡广书《现代数字信号处理》书中的谱估计的内容仿真了各种经典谱估计方法以及现代谱估计方法(周期图法、BT法、welch法、自相关法、修正的协方差法、burg法),因为是课程作业,因此逻辑上写得十分简洁,适合初学者参考。(The program in accordance with the Hu-book of modern digital signal processing book spectral estimation simulation the various classical spectrum estimation methods, as well as the modern spectral estimation methods (periodogram, BT France, welch method, auto-correlation method, the modified covariance method , burg method), because the course work, so logically written very simple for beginners.)
- 2013-01-02 17:36:33下载
- 积分:1
-
Adaboost
一个分类器,实现对特征的分类,共同学习,共同进步,一起讨论,加油(A classifier, to achieve the classification of features, common learning and common progress, to discuss, refueling)
- 2011-05-05 10:06:53下载
- 积分:1
-
jiguang
激光谐振腔不同初始光强和相位分布下不同腔型下光振幅和相位模拟(Laser resonator with different initial light intensity and phase distribution of different cavity amplitude and phase of optical simulation)
- 2010-12-28 17:17:37下载
- 积分:1