This demo nstrates how to use the sequential Monte Carlo algorithm with reversible jump MCMC steps to perform model selection in neural networks. We treat both the model dimension (number of neurons) and model parameters as unknowns. The derivation and details are presented in: Christophe Andrieu, Nando de Freitas and Arnaud Doucet. Sequential Bayesian Estimation and Model Selection Applied to Neural Networks . Technical report CUED/F-INFENG/TR 341, Cambridge University Department of Engineering, June 1999. After downloading the file, type "tar -xf version2.tar" to uncompress it. This creates the directory version2 containing the required m files. Go to this directory, load matlab5 and type "smcdemo1". In the header of the demo file, one can select to monitor the simulation progress (with par.doPlot=1) and modify the simulation parameters.
標簽: sequential reversible algorithm nstrates
上傳時間: 2014-01-18
上傳用戶:康郎
This demo nstrates the use of the reversible jump MCMC algorithm for neural networks. It uses a hierarchical full Bayesian model for neural networks. This model treats the model dimension (number of neurons), model parameters, regularisation parameters and noise parameters as random variables that need to be estimated. The derivations and proof of geometric convergence are presented, in detail, in: Christophe Andrieu, Nando de Freitas and Arnaud Doucet. Robust Full Bayesian Learning for Neural Networks. Technical report CUED/F-INFENG/TR 343, Cambridge University Department of Engineering, May 1999. After downloading the file, type "tar -xf rjMCMC.tar" to uncompress it. This creates the directory rjMCMC containing the required m files. Go to this directory, load matlab5 and type "rjdemo1". In the header of the demo file, one can select to monitor the simulation progress (with par.doPlot=1) and modify the simulation parameters.
標簽: reversible algorithm the nstrates
上傳時間: 2014-01-08
上傳用戶:cuibaigao
The algorithms are coded in a way that makes it trivial to apply them to other problems. Several generic routines for resampling are provided. The derivation and details are presented in: Rudolph van der Merwe, Arnaud Doucet, Nando de Freitas and Eric Wan. The Unscented Particle Filter. Technical report CUED/F-INFENG/TR 380, Cambridge University Department of Engineering, May 2000. After downloading the file, type "tar -xf upf_demos.tar" to uncompress it. This creates the directory webalgorithm containing the required m files. Go to this directory, load matlab5 and type "demo_MC" for the demo.
標簽: algorithms problems Several trivial
上傳時間: 2014-01-20
上傳用戶:royzhangsz
很經典的空時編碼書籍,英文版。 "Space-Time Coding Theory and Practice" writen by Hamid Jafarkhani Cambridge Pre
上傳時間: 2016-04-19
上傳用戶:onewq
WMTSA toolbox is an implemenation for MATLAB of the wavelet methods for time series analysis techniques presented in: Percival, D. B. and A. T. Walden (2000) Wavelet Methods for Time Series Analysis. Cambridge: Cambridge University Press.
標簽: implemenation for analysis toolbox
上傳時間: 2014-01-15
上傳用戶:huangld
an analysis software with souce code for the time series with methods based on the theory of nonlinear deterministic dynamical systems, or chaos theory.這套軟件源碼是根據H. Kantz and T. Schreiber, ``Nonlinear Time Series Analysis , Cambridge University Press, Cambridge (1997).
標簽: with the analysis software
上傳時間: 2013-12-10
上傳用戶:ve3344
JAVA學習TCP IP的編程是PDF格式,內有《TCP/IP詳解,卷1:協議》是一本完整而詳細的TCP/IP協議指南。描述了屬于每一層的各個協議以及它們如何在不同操作系統中運行。作者用Lawrence Berkeley實驗室的tcpdump程序來捕獲不同操作系統和TCP/IP實現之間傳輸的不同分組。對tcpdump輸出的研究可以幫助理解不同協議如何工作。 本書適合作為計算機專業學生學習網絡的教材和教師參考書。也適用于研究網絡的技術人員。
上傳時間: 2016-12-15
上傳用戶:wangzhen1990
COSTG711算法,完全兼容ITU-G.711,來自于Cambridge University。
上傳時間: 2017-01-13
上傳用戶:er1219
jSearch - turns search Engines into FIND engines - Programming in JAVA Copyright (C) 1999-2009 Hunt Lin This program is free software you can redistribute it and/or modifyit under the terms of the GNU General Public License as published bythe Free Software Foundation either version 2 of the License, or(at your option) any later version. This program is distributed in the hope that it will be useful,but WITHOUT ANY WARRANTY without even the implied warranty ofMERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See theGNU General Public License for more details. You should have received a copy of the GNU General Public Licensealong with this program if not, write to the Free SoftwareFoundation, Inc., 675 Mass Ave, Cambridge, MA 02139, USA. Also add information on how to contact you by electronic and paper mail.
標簽: Programming Copyright jSearch Engines
上傳時間: 2017-02-10
上傳用戶:qoovoop
If a tree falls in the forest, and there s nobody there to hear, does it make a sound? This classic conundrum was coined by George Berkeley (1685-1753), the Bishop and influential Irish philosopher whose primary philosophical achievement is the advancement of what has come to be called subjective idealism. He wrote a number of works, of which the most widely-read are Treatise Concerning the Principles of Human Knowledge (1710) and Three Dialogues between Hylas and Philonous (1713) (Philonous, the "lover of the mind," representing Berkeley himself).
標簽: there classic forest nobody
上傳時間: 2013-11-26
上傳用戶:stvnash