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.
资源简介: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, regularisatio...
上传时间: 2014-01-08
上传用户:cuibaigao
资源简介:This demo nstrates the use of the reversible jump MCMC simulated annealing for neural networks. This algorithm enables us to maximise the joint posterior distribution of the network parameters and the number of basis function. It performs a...
上传时间: 2015-07-19
上传用户:ma1301115706
资源简介:This demo shows the use of the PWM block in generating the pulse waveform whose duty cycle is changing regularly. the PWM waveform period is variable, while the width of the pulse remains constant.
上传时间: 2014-01-15
上传用户:kr770906
资源简介:This sample demonstrates the use of the projection objects ProjCoordSys and GeoCoordSys, and the CoordinateSystem property of the MapLayer object and Map control. This application is intended to teach about the different world projectio...
上传时间: 2015-05-17
上传用户:363186
资源简介:MemoryMonitor demonstrates the use of the java.lang.management API in observing the memory usage of all memory pools consumed by the application. This simple demo program queries the memory usage of each memory pool and plots the mem...
上传时间: 2015-12-04
上传用户:bcjtao
资源简介:This example demonstrates the use of the ADC block and PWM blocks. the generated DSP code produces the pulse waveform whose duty cycle is changing as the voltage applied to ADC input changes. the waveform period is kept constant.
上传时间: 2016-05-17
上传用户:sjyy1001
资源简介:this sample is distantly related to the httpauth sample which demonstrates the use of the SSPI package to implement the client side of NTLM authentication when interacting with IIS
上传时间: 2014-06-15
上传用户:zsjzc
资源简介:This is the complete information of the use of the image processing toolbox in matlab
上传时间: 2014-11-02
上传用户:xfbs821
资源简介:the use of the matlab in newton function.
上传时间: 2013-12-11
上传用户:cuibaigao
资源简介:使用底层技术结束进程。the use of the underlying technology end of the process.
上传时间: 2015-12-03
上传用户:zhoujunzhen
资源简介:FullThreadDump demonstrates the use of the java.lang.management API to print the full thread dump. JDK 6 defines a new API to dump the information about monitors and java.util.concurrent ownable synchronizers.
上传时间: 2015-12-04
上传用户:baitouyu
资源简介:VerboseGC demonstrates the use of the java.lang.management API to print the garbage collection statistics and memory usage remotely by connecting to a JMX agent with a JMX service URL: service:jmx:rmi:///jndi/rmi://<hostName>:<portNum...
上传时间: 2013-12-26
上传用户:lgnf
资源简介:Triscend supports the use of the Model Technology ModelSim logic simulator for VHDL simulation of designs implemented in the Configurable System Logic (CSL) portion of a Triscend device.
上传时间: 2013-12-26
上传用户:zl5712176
资源简介:DBVIEW is a small Windows application that highlights the use of the builtin database functions:
上传时间: 2016-06-27
上传用户:大三三
资源简介:it is programed on dsk6455,and it describe the use of the LED module of the the dsk6455 Board Support Library.
上传时间: 2016-10-16
上传用户:xuanchangri
资源简介:c51 primer - An Introduction To the Use Of the Keil C51 Compiler On the 8051 Family
上传时间: 2013-12-19
上传用户:zhenyushaw
资源简介: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 de...
上传时间: 2014-01-18
上传用户:康郎
资源简介:Addressbook using double-linked list. This example shows the use of a double-linked list by implementing an addressbook for the console. It has features like inserting, searching(linear), sorting(bubble sort), deleting and load/save to a fi...
上传时间: 2014-01-24
上传用户:asddsd
资源简介:This a sample Bluetooth application which illustrates the use of Windows CE Bluetooth stack WinSock getsockopt/setsockopt programming interfaces.
上传时间: 2013-12-26
上传用户:咔乐坞
资源简介:This a sample Bluetooth application which illustrates the use of Windows CE Bluetooth stack
上传时间: 2015-04-16
上传用户:小儒尼尼奥
资源简介:how to use the sybase database ,this is the use of pdf
上传时间: 2015-05-11
上传用户:cjf0304
资源简介:关于FPGA流水线设计的论文 This work investigates the use of very deep pipelines for implementing circuits in FPGAs, where each pipeline stage is limited to a single FPGA logic element (LE). the architecture and VHDL design of a parameter...
上传时间: 2015-07-26
上传用户:CHINA526
资源简介:This lab exercise will cover the use of AccelDSP’s design exploration capabilities that include mapping variables to memory and unrolling loop and vector operations. You will learn how to create different hardware architectures without mod...
上传时间: 2014-12-22
上传用户:eclipse
资源简介:This example demonstrates the use of build-in peripherals on the Philips LPC213x/214x family MCUs. the development environment is ARM s RealView Development Kits for Philips 内附README
上传时间: 2013-12-24
上传用户:924484786
资源简介:This application report describes the use of Timer_A3 to decode RC5 and SIRC TV IR remote control signals. the decoder described in this report is interrupt-driven and operates a background function using specific features the Timer_A3. Onl...
上传时间: 2014-01-01
上传用户:qq21508895
资源简介:the tutorial of the DSP/BIOS s use,it is easy to understand about this field
上传时间: 2016-10-16
上传用户:hakim
资源简介:This application note is used to demonstrate the use of MATCOM software (by Mathtools Corporation) to generate Dynamic Link Library files (*.dll files) that can be used with ACOLADE.
上传时间: 2016-10-25
上传用户:gengxiaochao
资源简介:This project demonstrates the use of secure hash functions technique to implement a file encryption / decryption system. This implemented application can encrypt / decrypt multiple files on the fly using a password. the password supplied...
上传时间: 2017-03-08
上传用户:xuanchangri
资源简介:This project demonstrates the use of secure hash functions technique to implement a file encryption / decryption system. This implemented application can encrypt / decrypt multiple files on the fly using a password. the password supplied...
上传时间: 2014-01-10
上传用户:yyq123456789
资源简介:This demonstrates the use of OpenGL to draw cylinder and circle.
上传时间: 2014-11-15
上传用户:离殇