- Intelligent Projects Using Python
- Santanu Pattanayak
- 52字
- 2021-07-02 14:10:41
Linear activation units
A linear activation unit outputs the total input to the neuron that is attenuated, as shown in the following graph:
![](https://epubservercos.yuewen.com/759B01/19470382808830006/epubprivate/OEBPS/Images/d1c95a3f-f648-44c6-88be-744da68e0aee.png?sign=1739403085-JF4eHzmPK4oZE6KcLftERBbJvI2VoGuN-0-f9a67dd174d05eb4081288b12df7f273)
Figure 1.5: Linear neuron
If x is the total input to the linear activation unit, then the output, y, can be represented as follows:
![](https://epubservercos.yuewen.com/759B01/19470382808830006/epubprivate/OEBPS/Images/7db1c93b-6ac7-4b2c-b464-dd69836c6854.png?sign=1739403085-ZNqwRx834rN1WSTXRBfdjE2eyf6jRJN7-0-aa5ca52048ab7ed0ed28ebb869cddc14)