該書的作者是來自 Y Combinator Research 的研究員 Michael Nielsen，他也是一位量子物理學家、科學作家、計算機編程研究人員。他的個人主頁是：Neural networks and deep learningneuralnetworksanddeeplearning.com書籍介紹 這是我個人以為目前最好的神經網絡與機器學習入門資料之一。內容非常淺顯易懂，很多數學密集的區域作者都有提示。全書貫穿的是 MNIST 手寫數字的識別問題，每個模型和改進都有詳細注釋的代碼。非常適合用來入門神經網絡和深度學習！ 全書共分為六章，目錄如下： 第一章：使用神經網絡識別手寫數字 第二章：反向傳播算法如何工作 第三章：改進神經網絡的學習方法 第四章：神經網絡可以計算任何函數的可視化證明 第五章：深度神經網絡為何很難訓練 第六章：深度學習 《Neural Network and Deep Learning》這本書的目的是幫助讀者掌握神經網絡的核心概念，包括現代技術的深度學習。在完成這本書的學習之后，你將使用神經網絡和深度學習來解決復雜模式識別問題。你將為使用神經網絡和深度學習打下基礎，來攻堅你自己設計中碰到的問題。 本書一個堅定的信念，是讓讀者更好地去深刻理解神經網絡和深度學習，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論。這就意味著這本書的重點不是作為一個如何使用一些特定神經網絡庫的教程。僅僅學會如何使用庫，雖然這也許能很快解決你的問題，但是，如果你想理解神經網絡中究竟發生了什么，如果你想要了解今后幾年都不會過時的原理，那么只是學習些熱?的程序庫是不夠的。你需要領悟讓神經網絡工作的原理。
標簽： 深度學習
上傳時間： 2022-07-24
上傳用戶：
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
標簽： MoldWizard 使用手冊
上傳時間： 2013-05-15
上傳用戶：eeworm
DataBase keeping program explaining with a sample program a) Ranking Database. b) Library keeping. c) Record Keeping.
標簽： keeping program explaining DataBase
上傳時間： 2015-04-16
上傳用戶：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.
標簽： sorted individually respect vectors
上傳時間： 2015-09-23
上傳用戶：comua
ITU-T G.729語音壓縮算法。 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).
標簽： description commendation Fixed-point 729
上傳時間： 2014-11-23
上傳用戶：thesk123
Smart antennas for wireless communication - With MATLAB (Gross F.B. - 2005 - McGraw-Hill)
標簽： F.B. communication McGraw-Hill antennas
上傳時間： 2013-12-22
上傳用戶：蟲蟲蟲蟲蟲蟲
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
標簽： B.A.S R. Object-Oriented Algorithms
上傳時間： 2017-03-07
上傳用戶：z754970244
Solve Ax=B with Crout s method
上傳時間： 2017-09-11
上傳用戶：許小華
針對目前使用的RS232接口數字化B超鍵盤存在PC主機啟動時不能設置BIOS，提出一種PS2鍵盤的設計方法。基于W78E052D單片機，采用8通道串行A/D轉換器設計了8個TGC電位器信息采集電路，電位器位置信息以鍵盤掃描碼序列形式發送，正交編碼器信號通過XC9536XL轉換為單片機可接收的中斷信號，軟件接收到中斷信息后等效處理成按鍵。結果表明，在滿足開機可設置BIOS同時，又可實現超聲特有功能，不需要專門設計驅動程序，接口簡單，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.
上傳時間： 2013-10-10
上傳用戶：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.
標簽： project implement developed Database
上傳時間： 2013-12-25
上傳用戶：semi1981
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