|
|
--- |
|
|
title: ELU Layer |
|
|
--- |
|
|
|
|
|
# ELU Layer |
|
|
|
|
|
* Layer type: `ELU` |
|
|
* [Doxygen Documentation](http://caffe.berkeleyvision.org/doxygen/classcaffe_1_1ELULayer.html) |
|
|
* Header: [`./include/caffe/layers/elu_layer.hpp`](https://github.com/BVLC/caffe/blob/master/include/caffe/layers/elu_layer.hpp) |
|
|
* CPU implementation: [`./src/caffe/layers/elu_layer.cpp`](https://github.com/BVLC/caffe/blob/master/src/caffe/layers/elu_layer.cpp) |
|
|
* CUDA GPU implementation: [`./src/caffe/layers/elu_layer.cu`](https://github.com/BVLC/caffe/blob/master/src/caffe/layers/elu_layer.cu) |
|
|
|
|
|
## References |
|
|
|
|
|
* Clevert, Djork-Arne, Thomas Unterthiner, and Sepp Hochreiter. |
|
|
"Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs)" [arXiv:1511.07289](https://arxiv.org/abs/1511.07289). (2015). |
|
|
|
|
|
## Parameters |
|
|
|
|
|
* Parameters (`ELUParameter elu_param`) |
|
|
* From [`./src/caffe/proto/caffe.proto`](https://github.com/BVLC/caffe/blob/master/src/caffe/proto/caffe.proto): |
|
|
|
|
|
{% highlight Protobuf %} |
|
|
{% include proto/ELUParameter.txt %} |
|
|
{% endhighlight %} |
|
|
|
