该书的作者是来自 Y Combinator Research 的研究员 Michael Nielsen，他也是一位量子物理学家、科学作家、计算机编程研究人员。他的个人主页是：Neural networks and deep learningneuralnetworksanddeeplearning.com书籍介绍 这是我个人以为目前最好的神经网络与机器学习入门资料之一。内容非常浅显易懂，很多数学密集的区域作者都有提示。全书贯穿的是 MNIST 手写数字的识别问题，每个模型和改进都有详细注释的代码。非常适合用来入门神经网络和深度学习！ 全书共分为六章，目录如下： 第一章：使用神经网络识别手写数字 第二章：反向传播算法如何工作 第三章：改进神经网络的学习方法 第四章：神经网络可以计算任何函数的可视化证明 第五章：深度神经网络为何很难训练 第六章：深度学习 《Neural Network and Deep Learning》这本书的目的是帮助读者掌握神经网络的核心概念，包括现代技术的深度学习。在完成这本书的学习之后，你将使用神经网络和深度学习来解决复杂模式识别问题。你将为使用神经网络和深度学习打下基础，来攻坚你自己设计中碰到的问题。 本书一个坚定的信念，是让读者更好地去深刻理解神经网络和深度学习，如果你很好理解了核心理念，你就可以很快地理解其他新的推论。这就意味着这本书的重点不是作为一个如何使用一些特定神经网络库的教程。仅仅学会如何使用库，虽然这也许能很快解决你的问题，但是，如果你想理解神经网络中究竟发生了什么，如果你想要了解今后几年都不会过时的原理，那么只是学习些热?的程序库是不够的。你需要领悟让神经网络工作的原理。
标签： 深度学习
上传时间： 2022-07-24
上传用户：
2.5 Neural Turing Machine - 2.1 Model - .DS_Store 10KB 2.4 RNN Sequence-to-Sequence Model - 2.8 One Shot Deep Learning - 2.7 Deep Transfer Learning Lifelong Learning especially for RL - 2.2 Optimization - 1.4 Speech Recognition Evolution - 1.2 Deep Belief Network(DBN)(Milestone of Deep Learning Eve) - 1.3 ImageNet Evolution（Deep Learning broke out from here） - 2.3 Unsupervised Learning Deep Generative Model - 2.6 Deep Reinforcement Learning
标签： MoldWizard 使用手册
上传时间： 2013-05-15
上传用户：eeworm
DataBase keeping program explaining with a sample program a) Ranking Database. b) Library keeping. c) Record Keeping.
标签： keeping program explaining DataBase
上传时间： 2015-04-16
上传用户：sclyutian
If we have two individually sorted vectors "a" and "b" but they are not sorted with respect to each other and we want to merge them into vector "c" such that "c" is also a sorted vector. Then c=mergesorted(a,b) can be used.
标签： sorted individually respect vectors
上传时间： 2015-09-23
上传用户：comua
ITU-T G.729语音压缩算法。 description: Fixed-point description of commendation G.729 with ANNEX B Coding of Speech at 8 kbit/s using Conjugate-Structure Algebraic-Code-Excited Linear-Prediction (CS-ACELP) with Voice Activity Decision(VAD), Discontinuous Transmission(DTX), and Comfort Noise Generation(CNG).
标签： description commendation Fixed-point 729
上传时间： 2014-11-23
上传用户：thesk123
Smart antennas for wireless communication - With MATLAB (Gross F.B. - 2005 - McGraw-Hill)
标签： F.B. communication McGraw-Hill antennas
上传时间： 2013-12-22
上传用户：虫虫虫虫虫虫
Data Structures and Algorithms with Object-Oriented Design Patterns in Java Bruno R. Preiss B.A.Sc., M.A.Sc., Ph.D., P.Eng. Associate Professor Department of Electrical and Computer Engineering University of Waterloo, Waterloo, Canada
标签： B.A.S R. Object-Oriented Algorithms
上传时间： 2017-03-07
上传用户：z754970244
Solve Ax=B with Crout s method
上传时间： 2017-09-11
上传用户：许小华
针对目前使用的RS232接口数字化B超键盘存在PC主机启动时不能设置BIOS，提出一种PS2键盘的设计方法。基于W78E052D单片机，采用8通道串行A/D转换器设计了8个TGC电位器信息采集电路，电位器位置信息以键盘扫描码序列形式发送，正交编码器信号通过XC9536XL转换为单片机可接收的中断信号，软件接收到中断信息后等效处理成按键。结果表明，在满足开机可设置BIOS同时，又可实现超声特有功能，不需要专门设计驱动程序，接口简单，成本低。 Abstract: Aiming at the problem of the digital ultrasonic diagnostic imaging system keyboard with RS232 interface currently used couldn?蒺t set the BIOS when the PC boot， this paper proposed a design method of PS2 keyboards. Based on W78E052D microcontroller，designed eight TGC potentiometers information acquisition circuit with 8-channel serial A/D converter， potentiometer position information sent out with keyboard scan code sequentially.The control circuit based on XC9536 CPLD is used for converting the mechanical actions of the encoders into the signals that can be identified by the MCU， software received interrupt information and equivalently treatmented as key. The results show that the BIOS can be set to meet the boot， ultrasound specific functionality can be achieved at the same time， it does not require specially designed driver，the interface is simple and low cost.
上传时间： 2013-10-10
上传用户：asdfasdfd
This project attempts to implement a Database using B+Tree. The project has developed a DATABASE SYSTEM with lesser memory consumption. Its API includes simple SQL Statements and the output is displayed on the screen. Certain applications for which several features of existing databases like concurrency control, transaction management, security features are not enabled. B+Trees can be used as an index for factor access to the data. Help facility is provided to know the syntax of SQL Statements.
标签： project implement developed Database
上传时间： 2013-12-25
上传用户：semi1981
