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
第一章：Internetworking 第二章：Internet Protocols 第三章：IP Subnetting and Variable Length Subnet Masks(VLSM) 第四章：Introduction to the Cisco IOS 第五章：IP路由 第六章：Enhanced IGRP(EIGRP) and Open Shortest Path First(OSPF) 第七章：Layer 2 Switching 第八章：Virtual LANs(VLANs) 第九章：Managing a Cisco Interwork 第十章：Managing Traffic with Access Lists 第十一章：Wide Area Networking Protocols
标签： Internetworking Subnetting Protocols Internet
上传时间： 2014-01-05
上传用户：qiao8960
The core of Java(TM) technology, the Java virtual machine is an abstract computing machine that enables the Java(TM) platform to host applications on any computer or operating system without rewriting or recompiling. Anyone interested in designing a language or writing a compiler for the Java virtual machine must have an in-depth understanding of its binary class format and instruction set. If you are programming with the Java programming language, knowledge of the Java virtual machine will give you valuable insight into the Java platform s security capabilities and cross-platform portability. It will increase your understanding of the Java programming language, enabling you to improve the security and performance of your programs.
标签： machine Java technology computing
上传时间： 2016-05-03
上传用户：zhenyushaw
Integration的EZMac Lite，对于开发IA4420/4421很有用！ Fixed packet length protocol MAC layer for simplifying EZRadio designs.
标签： Integration EZMac Lite
上传时间： 2014-01-27
上传用户：曹云鹏
Integration的EZMac Plus，对于开发IA4420/4421很有用！ Variable packet length protocol with packet forwarding capability MAC layer for simplifying EZRadio designs
标签： Integration EZMac Plus
上传时间： 2016-05-12
上传用户：alan-ee
The PMSM FOC is made of several C modules, compatible with the free-of-charge IAR EWARM KickStart edition toolchain version 4.42. It is used to quickly evaluate both the MCU and the available tools. In addition, when used together with the STM32F103xx motor control starter kit (STM3210B-MCKIT) and PM motor, a motor can be made to run in a very short time. It also eliminates the need for time-consuming development of FOC and speed regulation algorithms by providing ready-to-use functions that let the user concentrate on the application layer. Moreover, it is possible to get rid of any speed sensor thanks to the sensorless algorithm for rotor position reconstruction.
标签： free-of-charge compatible KickStart modules
上传时间： 2014-01-09
上传用户：498732662
This transport driver for BlueDrekar middleware is a reference implementation of the Bluetooth Host Controller Interface (HCI) UART transport layer. The source code is compiled and run in linux enviroment.
标签： implementation BlueDrekar middleware Bluetooth
上传时间： 2016-06-13
上传用户：www240697738
pashload是应用在linux下的网络带宽测试源程序精确度比较高 ///////////////////////////////////// Pathload is a tool for estimating the available bandwidth of an end-to-end path from a host S (sender) to a host R (receiver). The available bandwidth is the maximum IP-layer throughput that a flow can get in the path from S to R, without reducing the rate of the rest of the traffic in the path.
标签： pashload Pathload linux tool
上传时间： 2016-06-29
上传用户：xzt
Realizing an MP3 player with the LPC2148, using libmad and EFSL This Application Note describes how to integrate the libmad MPEG 1/2 layer 3 library and the Embedded File System Library EFSL in a LPC2148 device to realize MP3 player. The Keil MCB2140 board is used to test the application and the Rowley CrossStudio for ARM has been chosen as a reference tool-chain.
标签： Application Realizing describes player
上传时间： 2016-09-05
上传用户：moerwang
The aim of this diploma thesis is to implement all compulsory features of the WiMAX OFDM physical layer specified in IEEE 802.16-2004 in Matlab Simulink.
标签： compulsory implement features physical
上传时间： 2016-09-28
上传用户：zyt
