SoftSign-9 specification (#10690)

* SoftSign-9 specification

* opset9 update

* fix formula

* comments resolving
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Yegor Kruglov 2022-03-16 14:58:26 +03:00 committed by GitHub
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openvino_docs_ops_activation_SoftMax_1
openvino_docs_ops_activation_SoftMax_8
openvino_docs_ops_activation_SoftPlus_4
openvino_docs_ops_activation_SoftSign_9
openvino_docs_ops_movement_SpaceToBatch_2
openvino_docs_ops_movement_SpaceToDepth_1
openvino_docs_ops_movement_Split_1

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# SoftSign {#openvino_docs_ops_activation_SoftSign_9}
**Versioned name**: *SoftSign-9*
**Category**: *Activation function*
**Short description**: *SoftSign* performs element-wise activation on a given input tensor.
**Detailed description**:
*SoftSign* operation is introduced in this [article](https://arxiv.org/abs/2010.09458).
*SoftSign Activation Function* is a neuron activation function based on the mathematical function:
\f[
SoftSign(x) = \frac{x}{1+|x|}
\f]
**Inputs**:
* **1**: `data`. Input tensor of type *T*
**Outputs**:
* **1**: The resulting tensor of the same shape and type as the input tensor.
**Types**:
* **T**: Arbitrary supported floating-point type.
**Example**
```xml
<layer ... type="SoftSign">
<input>
<port id="0">
<dim>256</dim>
<dim>56</dim>
</port>
</input>
<output>
<port id="1">
<dim>256</dim>
<dim>56</dim>
</port>
</output>
</layer>
```

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* [Slice](movement/Slice_8.md)
* [SoftMax](activation/SoftMax_8.md)
* [SoftPlus](activation/SoftPlus_4.md)
* [SoftSign](activation/SoftSign_9.md)
* [SpaceToBatch](movement/SpaceToBatch_2.md)
* [SpaceToDepth](movement/SpaceToDepth_1.md)
* [Split](movement/Split_1.md)