Three levels at which any machine carrying out an Information-Processing task must be understood
1. Computational theory
What is the goal of computation, why is it appropriate, and what is the logic of the strategy by which it can be carried out?
2. Representation and algorithm
How can this computational theory be implemented? In particular, what is the representation for the input and output, and what is the algorithm for this transformation?
3. Hardware implementation
How can the representation and algorithm be realized physically?
From:
Reasoning: Studies of Human Inference and Its Foundations
Three levels at which any machine carrying out an Information-Processing task must be understood的更多相关文章
- The Brain vs Deep Learning Part I: Computational Complexity — Or Why the Singularity Is Nowhere Near
The Brain vs Deep Learning Part I: Computational Complexity — Or Why the Singularity Is Nowhere Near ...
- [C5] Andrew Ng - Structuring Machine Learning Projects
About this Course You will learn how to build a successful machine learning project. If you aspire t ...
- How do I learn machine learning?
https://www.quora.com/How-do-I-learn-machine-learning-1?redirected_qid=6578644 How Can I Learn X? ...
- FAQ: Machine Learning: What and How
What: 就是将统计学算法作为理论,计算机作为工具,解决问题.statistic Algorithm. How: 如何成为菜鸟一枚? http://www.quora.com/How-can-a-b ...
- ON THE EVOLUTION OF MACHINE LEARNING: FROM LINEAR MODELS TO NEURAL NETWORKS
ON THE EVOLUTION OF MACHINE LEARNING: FROM LINEAR MODELS TO NEURAL NETWORKS We recently interviewed ...
- Machine and Deep Learning with Python
Machine and Deep Learning with Python Education Tutorials and courses Supervised learning superstiti ...
- CodeForces 164C Machine Programming 费用流
Machine Programming 题目连接: http://codeforces.com/problemset/problem/164/B Descriptionww.co One remark ...
- 机器学习(Machine Learning)&深度学习(Deep Learning)资料(Chapter 2)
##机器学习(Machine Learning)&深度学习(Deep Learning)资料(Chapter 2)---#####注:机器学习资料[篇目一](https://github.co ...
- Brief History of Machine Learning
Brief History of Machine Learning My subjective ML timeline Since the initial standpoint of science, ...
随机推荐
- RHEL5.8设置OpenSSH的X11 Forwarding功能
X11的Forwarding功能需要在SSH中进行设置,RedHat Enterprise Linux5.8默认使用的而是OpenSSH,现将设置方法记录如下: OpenSSH配置文件路径: /etc ...
- 深入理解java虚拟机【内存溢出实例】
通过简单的小例子程序,演示java虚拟机各部分内存溢出情况: (1).java堆溢出: Java堆用于存储实例对象,只要不断创建对象,并且保证GC Roots到对象之间有引用的可达,避免垃圾收集器回收 ...
- java 连接 MySQL
java 连接 MySQL 1.准备工作 需要下载的工具: MySQL:http://www.mysql.com/downloads/ MySQL的可视化工具SQLyog:https://www.we ...
- [ACM_图论] Sorting Slides(挑选幻灯片,二分匹配,中等)
Description Professor Clumsey is going to give an important talk this afternoon. Unfortunately, he i ...
- SQL关于日期的查询
SQL查询某天的记录: datediff(day,[Datetime],'2012-08-03')=0 把Datetime换为你的相应字段: SQL查询今天的记录: datediff(day,[Dat ...
- 专题:点滴Javascript
JS#38: Javascript中递归造成的堆栈溢出及解决方案 JS#37: 使用console.time测试Javascript性能 JS#36: Javascript中判断两个日期相等 JS#3 ...
- Git 常用的命令总结(欢迎收藏备用)
总结日常开发生产中常用的Git版本控制命令 ------------------------------main-------------------------------- <极客镇楼> ...
- 【Android】应用程序启动过程源码分析
在Android系统中,应用程序是由Activity组成的,因此,应用程序的启动过程实际上就是应用程序中的默认Activity的启动过程,本文将详细分析应用程序框架层的源代码,了解Android应用程 ...
- atitit.团队建设总结o6o fix
atitit.团队建设o6o fix #----- 无限放大梦想 2 要有自己的方向...主动添加自己的东东.. 3 有几个tech site,能晓得最新的的知识.. 3 有问题多交流, 3 失败的造 ...
- Mac OS X 系统下自带的文本文件格式转换工具iconv
1. utf-8 转 GBK的方法 在mac bash 中直接运行 iconv -f UTF-8 -t GBK test_utf8.txt > test_gbk.txt 举例:创建测试文件 ec ...