calculation is based on the number value. This course has two extreme lectures: a classical "Numerical Analysis", a complete lecture on mathematical principles and algorithms; the other is the increasingly popular science and engineering computing, which simply teaches students to program with software packages. I people think that students in the computer department must understand why students in our compute
, number theory. This is certainly unrealistic, because there are not so many classes. Maybe in the future we can open a class: Set and Logic, graph theory and combination, algebra and number theory. (Our school has begun to do this) no matter how the class is opened, students always have to learn. Let's talk about the above three groups separately.Classical set theory, Beijing Normal University out a "Basic set theory" good. Mathematical Logic, the Chinese Academy of Sciences Software Lu Zhongw
. This uses the pipelining technique, which divides the activities required for each instruction into different steps, organizing the hardware in the CPU into a series of stages, each of which performs a single step. These stages can be manipulated in parallel to handle different parts of different instructions.
Super Scalar processors : The execution rate reaches one instruction above a period.
single instruction, multi-data parallelism (SIMD parallelism): Allows an instruction to produce m
Learning, cs229tStatistical learning theory, cs231nconvolutional neural Networks for Visual recognition,cs231acomputer Vision:from 3D recontruct to recognition,cs231bThe cutting Edge of computer Vision,cs221Artificial Intelligence:principles Techniques,cs131computer vision:foundations and Applications,cs369lA Theoretical perspective on machine
. However, we have to admit that it is not enough to read this book for ages. In particular, the proposition/predicate calculus itself has a lot of different kinds of lectures, more to see a few can greatly broaden their horizons. For example, Lu Zhongwan teacher's "Mathematical Logic for Computer science" is good. Mr. Zhu also has a "mathematical Logic tutorial" book, but also read more laborious.In general, it is not difficult to set up/logical hand
Computer Graphics Learning
From: chinapub note:
This article is the author's experience in learning computer graphics. It does not represent the point of view on this site, but many things are worth reference;
This article tries to avoid theoretical descriptions and try to introduce the
Computer network learning notes-Computer Network Overview 1. Differences between computer networks and distributed systems 1) Computer Networks (autonomous and interconnected) computer networks are connected by many computers, the
This article compiles a number of frameworks, libraries, and software (sorted by programming language) for the machine learning domain.1. c++1.1 Computer Vision
ccv-based on C language/provide cache/core machine Vision Library, novel Machine Vision Library
opencv-it provides C + +, C, Python, Java and MATLAB interfaces, and supports Windows, Linux, Android and Mac os os.
1.2 Machine
Learning Notes: The first chapter--The Computer network overview
1.0 The definition of computer network: Some interconnected, autonomous computers set up called Computer Networks Road.
the role of 1.1 computer networks in the Information Age: connectivity and sharing.
1.2
56k modem.2. Briefly describe the main content of network management.3. Briefly describe the principles and functions of VLANs.4. Illustrate the working principle and implementation process of vlsm.5. Compare the differences between connection-oriented and connectionless services.
5. Comprehensive questions (6 points for each question, 30 points in total)1. How does IEEE 802.3 Ethernet (etheernet) Media Access Control (MAC) work?2. compare and analyze the similarities and differences between br
bandwidth of 64 KB, which of the following four levels can be obtained for a digital signal at any time?2. If the generated polynomial is 10111 and the information bit is 11111011, obtain the code word generated after the cyclic percentile bit and added to the information bit. If the code is sent by HDLC (bit filling), obtain the sending sequence.
4. Application Questions (6 points per question, 30 points in total)1. Analyze the three concession algorithms commonly used by CSMA technology;2. An
have mastered the basic content of OpenGL, you will have a rough understanding of graphics.
Next, you can learn the data structure andAlgorithmThe following books are suitableJoseph o 'Rourke's computational geometry in C, which contains CSource code, Simple and clear, suitableProgramMember Learning
In general, computer graphics involves two major parts: Mod
Prepare to collect learning resources from now on: website, book, journal, paper, code, package, product, etc. Focus on computer graphics first.
Mathematics Science------------------------
Vector, Matrix Quaternion----------------------------
Website package:-----------------// Coordinate systems, vectors, planes FAQ
Http://www.flipcode.com/documents/vecfaq.html
// The Matrix and quaternions
-invariantvectorfield)", and it is easier to reveal the meaning of Lie algebra . Finally, there is a special discussion linking this new definition to the traditional way.————————————————————————————Whether it is research vision,learning or other disciplines, mathematics is ultimately the foundation . Learning Maths Well is the cornerstone of good research . the key to
1. JavaJava programming language (Third edition) --- four famous Java books ---- James Gosling (father of Java)Java programming ideology (version 2nd) ---- four famous Java books ---- Bruce EckelJava programming ideology (version 3rd) ---- four famous Java books -------------- Bruce EckelJava 2 core technology Volume I: Basic knowledge (7th) --- four famous Java
Li Hang, chief scientist at Huawei Noah's Ark lab, delivered a keynote speech.
Li Hang, chief scientist at Huawei Noah's Ark lab
Li Hang said: so far, we have found that the most effective means of AI research in other fields may be based on data. Using machine learning, we can make our machines more intelligent.
At the same time, Li Hang believes that we need a lot of data to learn exactly how much data we actually learn in machine
For alumni who have just contacted the deep learning, they may encounter computer configuration problems, such as graphics card model, memory capacity, processor model, etc. Good computer configuration, such as GPU accelerated graphics card, is able to effectively shorten the training time of the algorithm, which allows people to see the results of the algorithm
experience of our predecessors. The following are some of my learning methods:
Overall learning strategy:
Focus on understanding the basic concepts, ideas, methods, and technologies of computer science.
Guangwenbo collects and pays attention to the open nature of vision; gradually improves and deepens layer by layer.
Focus on
expression ability of image features, which has always been the core of content-based image retrieval is one of the most difficult points, the computer "see" The image of the pixel level of the expression of the low level of information and human understanding of the image of the high-dimensional content of the higher levels of information , there is a great gap between So we need a feature that expresses the image hierarchy information as richly as
version is 10.04. Because this is a brand-new thing, I know nothing about it, so many times encountered problems in the book can not find the answer, is very helpless, some students will ask why not on-line search it? Yes, because some problems in their own knowledge is very narrow circumstances do not know how to describe, so look at the search engine is useless. As I was familiar with Ubuntu, I installed Ubuntu on my computer, which was a dual syst
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