In this demo, I use the EM algorithm with a Rauch-Tung-Striebel smoother and an M step, which I ve recently derived, to train a two-layer perceptron, so as to classify medical data (kindly provided by Steve Roberts and Will Penny from EE, Imperial College). The data and simulations are described in: Nando de Freitas, Mahesan Niranjan and Andrew Gee Nonlinear State Space Estimation with Neural Networks and the EM algorithm After downloading the file, type "tar -xf EMdemo.tar" to uncompress it. This creates the directory EMdemo containing the required m files. Go to this directory, load matlab5 and type "EMtremor". The figures will then show you the simulation results, including ROC curves, likelihood plots, decision boundaries with error bars, etc. WARNING: Do make sure that you monitor the log-likelihood and check that it is increasing. Due to numerical errors, it might show glitches for some data sets.
标签: Rauch-Tung-Striebel algorithm smoother which
上传时间: 2016-04-15
上传用户:zhenyushaw
I built the Superlist control whilst developing an RSS reader called FeedGhost. Although there are plenty of commercial grouped list controls available I wanted to have total control over the code and of course its usability. Superlist supports drag drop column customisation, grouping as well as handling thousands of entries smoothly. It s also highly customisable if you want to change its look and feel. In this article I ll explain how to use and extend the control in a demo project. If you download the source, you can find demo project under the Tests/SuperListTest directory.
标签: developing Superlist FeedGhost Although
上传时间: 2016-04-15
上传用户:佳期如梦
This document describes the UART transport layer (between the Host and the Host Controller).
标签: the Host Controller describes
上传时间: 2014-01-19
上传用户:wang5829
以前自己编的avr_gcc的uart的程序,经过实验板的调试,可以直接使用
上传时间: 2014-01-01
上传用户:zaizaibang
AVR单片机USB口转换为UART异步串行口的详细程序,非常好用
上传时间: 2016-04-18
上传用户:脚趾头
这是一个ARM2410A的I/O字符驱动程序,有很好的框架,很有参考价值。以驱动LED,及按键为例。培训班内部资料
上传时间: 2014-01-18
上传用户:zhengzg
i am server im imi mim im im
上传时间: 2014-01-01
上传用户:alan-ee
AVR306串口程序例子----查询模式 Application Note AVR306 * Polled mode driver for UART, this is the similar to the * library default putchar() and getchar() in ICCAVR
标签: Application AVR 306 similar
上传时间: 2013-12-31
上传用户:ryb
uart串口通信程序 用VERILOG HDL 编写 可以有效应用于FPGA上
上传时间: 2014-01-04
上传用户:顶得柱
S3C2440A第九部分I/O口译文,目前在网上还未见此部分的译文,想必定受欢迎,
上传时间: 2016-04-21
上传用户:123啊