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