没有合适的资源?快使用搜索试试~ 我知道了~
这是一份机器学习和深度学习的讲义。多层感知机(MLP,Multilayer Perceptron)也叫人工神经网络(ANN,Artificial Neural Network),除了输入输出层,它中间可以有多个隐层,最简单的MLP只含一个隐层,即三层的结构,
资源推荐
资源详情
资源评论
CS5486
CS5486
Intelligent Systems
Prof. Jun Wang
Department of Computer Science
Tel: 3442 9701
Email: jwang.cs@cityu.edu.hk
1
Aims
This course aims to equip students with the
skills of problem solving using artificial
intelligence (AI) techniques through a
demonstrable knowledge in a range problem
solving methods and the associated
knowledge representation and machine
learning techniques.
2
Keywords
Artificial intelligence vs. computational
intelligence. Neural networks. Knowledge
representations. Machine learning. Rule-based
systems. Fuzzy Systems. Evolutionary
computation.
3
Syllabus
An introduction to the goals and objectives
of AI as a discipline and its milestones.
Approaches in AI. Major components in
intelligent systems.
Methods of knowledge acquisition and
representations. Associative memory.
Techniques on machine learning such as
supervised learning, unsupervised learning,
reinforcement learning, and deep learning.
Generalization.
4
Syllabus (cont’d)
Basic concepts of graph and tree search.
Optimization methods such as stochastic
annealing, neurodynamic optimization,
genetic algorithm, particle swarm
optimization, ant colony optimization, and
differential evolution.
5
剩余323页未读,继续阅读
资源评论
zlh19921111
- 粉丝: 0
- 资源: 2
上传资源 快速赚钱
- 我的内容管理 展开
- 我的资源 快来上传第一个资源
- 我的收益 登录查看自己的收益
- 我的积分 登录查看自己的积分
- 我的C币 登录后查看C币余额
- 我的收藏
- 我的下载
- 下载帮助
最新资源
- (18956428)STM32F103C8T6 小系统原理图 PCB
- (175828796)python全国疫情数据爬虫可视化分析系统(django)源码数据库演示.zip
- 记账本项目市场需求文档(MRD)
- (31687028)PID控制器matlab仿真.zip
- 基于SpringBoot的“在线答疑系统”的设计与实现(源码+数据库+文档+PPT).zip
- (11828838)进销存系统源码
- 记账本项目三大模块原型图
- fed54987-3a28-4a7a-9c89-52d3ac6bc048.vsidx
- (177367038)QT实现教务管理系统.zip
- (178041422)基于springboot网上书城系统.zip
资源上传下载、课程学习等过程中有任何疑问或建议,欢迎提出宝贵意见哦~我们会及时处理!
点击此处反馈
安全验证
文档复制为VIP权益,开通VIP直接复制
信息提交成功