[深度信念网络][玻尔兹曼机] DBN (Deep Belief Network) RBM (Restricted Boltzmann Machine) 原理讲解

时间:2021-11-01 10:14:21

主要讲了玻尔兹曼机的推导以及二值RBM,这一部分程序很简单但理论感觉不是很好讲,涉及到挺多随机过程和概率的知识。Bengio那篇文章其实讲的很详细,不过他是从*能的角度讲的,物理意义挺清楚但推导过程不如网上有些资料的清晰,我就算尽量把他们整合了一下吧。

[深度信念网络][玻尔兹曼机] DBN (Deep Belief Network) RBM (Restricted Boltzmann Machine) 原理讲解

 

[深度信念网络][玻尔兹曼机] DBN (Deep Belief Network) RBM (Restricted Boltzmann Machine) 原理讲解

 

[深度信念网络][玻尔兹曼机] DBN (Deep Belief Network) RBM (Restricted Boltzmann Machine) 原理讲解

 

[深度信念网络][玻尔兹曼机] DBN (Deep Belief Network) RBM (Restricted Boltzmann Machine) 原理讲解

 

[深度信念网络][玻尔兹曼机] DBN (Deep Belief Network) RBM (Restricted Boltzmann Machine) 原理讲解

 

[深度信念网络][玻尔兹曼机] DBN (Deep Belief Network) RBM (Restricted Boltzmann Machine) 原理讲解

 

[深度信念网络][玻尔兹曼机] DBN (Deep Belief Network) RBM (Restricted Boltzmann Machine) 原理讲解

 

[深度信念网络][玻尔兹曼机] DBN (Deep Belief Network) RBM (Restricted Boltzmann Machine) 原理讲解

 

[深度信念网络][玻尔兹曼机] DBN (Deep Belief Network) RBM (Restricted Boltzmann Machine) 原理讲解

 

[深度信念网络][玻尔兹曼机] DBN (Deep Belief Network) RBM (Restricted Boltzmann Machine) 原理讲解

 

[深度信念网络][玻尔兹曼机] DBN (Deep Belief Network) RBM (Restricted Boltzmann Machine) 原理讲解

 

[深度信念网络][玻尔兹曼机] DBN (Deep Belief Network) RBM (Restricted Boltzmann Machine) 原理讲解

 

[深度信念网络][玻尔兹曼机] DBN (Deep Belief Network) RBM (Restricted Boltzmann Machine) 原理讲解

 

[深度信念网络][玻尔兹曼机] DBN (Deep Belief Network) RBM (Restricted Boltzmann Machine) 原理讲解

 

[深度信念网络][玻尔兹曼机] DBN (Deep Belief Network) RBM (Restricted Boltzmann Machine) 原理讲解

 

[深度信念网络][玻尔兹曼机] DBN (Deep Belief Network) RBM (Restricted Boltzmann Machine) 原理讲解

 

[深度信念网络][玻尔兹曼机] DBN (Deep Belief Network) RBM (Restricted Boltzmann Machine) 原理讲解

 

[深度信念网络][玻尔兹曼机] DBN (Deep Belief Network) RBM (Restricted Boltzmann Machine) 原理讲解

 

[深度信念网络][玻尔兹曼机] DBN (Deep Belief Network) RBM (Restricted Boltzmann Machine) 原理讲解

 

[深度信念网络][玻尔兹曼机] DBN (Deep Belief Network) RBM (Restricted Boltzmann Machine) 原理讲解

 

[深度信念网络][玻尔兹曼机] DBN (Deep Belief Network) RBM (Restricted Boltzmann Machine) 原理讲解

 

[深度信念网络][玻尔兹曼机] DBN (Deep Belief Network) RBM (Restricted Boltzmann Machine) 原理讲解

 

[深度信念网络][玻尔兹曼机] DBN (Deep Belief Network) RBM (Restricted Boltzmann Machine) 原理讲解

 

[深度信念网络][玻尔兹曼机] DBN (Deep Belief Network) RBM (Restricted Boltzmann Machine) 原理讲解

 

[深度信念网络][玻尔兹曼机] DBN (Deep Belief Network) RBM (Restricted Boltzmann Machine) 原理讲解

 

[深度信念网络][玻尔兹曼机] DBN (Deep Belief Network) RBM (Restricted Boltzmann Machine) 原理讲解

 

[深度信念网络][玻尔兹曼机] DBN (Deep Belief Network) RBM (Restricted Boltzmann Machine) 原理讲解

 

[深度信念网络][玻尔兹曼机] DBN (Deep Belief Network) RBM (Restricted Boltzmann Machine) 原理讲解

 

[深度信念网络][玻尔兹曼机] DBN (Deep Belief Network) RBM (Restricted Boltzmann Machine) 原理讲解

 

[深度信念网络][玻尔兹曼机] DBN (Deep Belief Network) RBM (Restricted Boltzmann Machine) 原理讲解