Concatenation Layer

Concatenation layer

Since R2024b

• 

Libraries:
Deep Learning Toolbox / Deep Learning Layers / Combination Layers

Description

The Concatenation Layer block takes inputs and concatenates them along a specified dimension. The inputs must have the same size in all dimensions except the concatenation dimension. This block accepts data that has dimensions corresponding to the format that you specify with the Data format block parameter.

The exportNetworkToSimulink function generates this block to represent a concatenationLayer object.

Ports

Input

Port_1 — First input data

array

First input to concatenate, provided as an array that follows the format that you specify with the Data format parameter.

Data Types: single | double | int8 | int16 | int32 | int64 | uint8 | uint16 | uint32 | uint64 | fixed point

Port_2 — Second input data

scalar | vector | matrix

Second input to concatenate, provided as an array that follows the format that you specify with the Data format parameter.

Data Types: single | double | int8 | int16 | int32 | int64 | uint8 | uint16 | uint32 | uint64 | fixed point

Port_N — Nth input data

scalar | vector | matrix

Nth input to concatenate, provided as an array that follows the format that you specify with the Data format parameter. The block has a number of input ports equal to the value of the NumInputs property of the object that you specify with the Layer parameter.

Data Types: single | double | int8 | int16 | int32 | int64 | uint8 | uint16 | uint32 | uint64 | fixed point

Output

Port_1 — Concatenated output data

array

Concatenated output data. The output data has dimensions corresponding to the format that you specify with the Data format block parameter.

Data Types: single | double | int8 | int16 | int32 | int64 | uint8 | uint16 | uint32 | uint64 | fixed point

Parameters

To edit block parameters interactively, use the Property Inspector. From the Simulink^® Toolstrip, on the Simulation tab, in the Prepare gallery, select Property Inspector.

Main

Layer — Corresponding layer object

layer (default) | concatenationLayer object

Specify the name of a workspace variable that contains a concatenationLayer object from a trained network. The Concatenation Layer block configures itself by using the properties of the object.

Programmatic Use

Block Parameter: Layer

Type: workspace variable

Values: concatenationLayer object

Default: 'layer'

Data format — Format of input data

SSC (default) | C | CT | SC | SSSC

Data format for the input data. The options use the same notation as the fmt argument of the dlarray object, except layer blocks do not support the Batch (B) dimension and instead assume an observation number of 1.

Programmatic Use

Block Parameter: DataFormat

Type: character vector

Values: 'SSC' | 'C' | 'CT' | 'SC' | 'SSSC'

Default: 'SSC'

Execution

Sample time — Option to specify sample time

-1 (default) | scalar

Specify the discrete interval between sample time hits or specify another type of sample time, such as continuous (0) or inherited (-1). For more options, see Types of Sample Time (Simulink).

By default, the block inherits its sample time based upon the context of the block within the model.

Programmatic Use

Block Parameter: SampleTime

Type: character vector

Values: scalar

Default: '-1'

Extended Capabilities

C/C++ Code Generation
Generate C and C++ code using Simulink® Coder™.

Version History

Introduced in R2024b