CS231nNeural Networks Part 1: Setting up the Architecture
2017-05-25 16:15
435 查看
#########
1.Brain analogies
#############
2.Modeling one neruon
Biological motivation and connections
neruro synapses dendrites axopn
activation function sigmoid fuction
#############
3.Coarse model
commonly used activation functions
1.Sigmode function
2.Tanh
3.ReLU(r=Rectified Linear Unit)
4.Leaky Relu
5.Maxout
6.TLDR
Neural Network architectures
Layer-wise organization
1.Neural Networks as neurons in graphs
2.Naming conventions
3.Output layer
4.Sizing neural networks
the neural network can approximate any continuous function.
How to set number of layers and their sizes
problem overfitting :L2 regularization,dropout,input noise
generalization capbility
1.Brain analogies
#############
2.Modeling one neruon
Biological motivation and connections
neruro synapses dendrites axopn
activation function sigmoid fuction
#############
3.Coarse model
commonly used activation functions
1.Sigmode function
2.Tanh
3.ReLU(r=Rectified Linear Unit)
4.Leaky Relu
5.Maxout
6.TLDR
Neural Network architectures
Layer-wise organization
1.Neural Networks as neurons in graphs
2.Naming conventions
3.Output layer
4.Sizing neural networks
the neural network can approximate any continuous function.
How to set number of layers and their sizes
problem overfitting :L2 regularization,dropout,input noise
generalization capbility
内容来自用户分享和网络整理，不保证内容的准确性，如有侵权内容，可联系管理员处理 
相关文章推荐
- CS231n Neural Networks Part 1: Setting up the Architecture
- Neural Networks Part 1：Setting up the Architecture
- (Visual Studio)Part 4: Setting up Code for the Debugger
- 20170304#cs231n#6.Neural Networks Part 2: Setting up the Data and the Loss
- CS231n Neural Networks Part 2: Setting up the Data and the Loss
- iOS-Best Practices for Setting Up Your Local Device as a Peripheral(API Reference) the seventh part
- (Visual Studio)Part 2: Setting up the IDESetting up the IDE for the debugger
- Tutorial: Setting up the Python/Jython Environment for Burp Suite
- The General Procedure Of Setting Up EDKII Development Environment：搭建EDKII开发环境的通用流程[2.1]
- Setting Up the Loader 设置装载机
- The Onion Architecture（洋葱架构） part3
- OpenGL ES Tutorial for Android – Part I – Setting up the view
- OpenGL ES From the Ground Up, Part 2: A Look at Simple Drawing
- 转-Quick guide to setting up SSL using Domino as the Certificate Authority
- Setting Up the ADT Bundle
- [Android]:Setting up a Library Project and how to use the library (工程引用和dll引用）
- Setting up and using the Rational Data Architect - Rational ClearCase integration
- Setting Up the Action Bar --1.1.1
- OpenGL ES Tutorial for Android – Part I – Setting up the view