SaliencyMap
A minimal saliency map implementation.
Example XML definition
A simple example
<module
class = "SaliencyMap"
name = "SaliencyMap"
/>
Parameters
| Name | Description | Type | Default |
|---|---|---|---|
| class | The class name for the module; must be "SaliencyMap". | string | |
| name | The name of this instance of the module. | string | |
| integration_radius | Smoothness | int | 2 |
| reinforcement_delay | int | 0 | |
| type | Selection type | choices: max boltzmann exponential | max |
| alpha | Learning rate | float | 0.01 |
| temperature | Temperature for Bolzmann selection | float | 0.1 |
Module Connections
Inputs
| Name | Description |
|---|---|
| * | The inputs |
| REINFORCEMENT | The reinforcement input |
| SPATIAL_BIAS | Preferred location |
Outputs
| Name | Description |
|---|---|
| GAIN | The gain vector for the different channels. |
| SALIENCE | The saliency map. |
| FOCUS | The focus of attention (x, y). |
| ESTIMATION | The estimated reinforcement at (x, y). |
Author
Christian Balkenius
christian.balkenius@lucs.lu.se
Lund University Cognitive Science
Files
SaliencyMap.h
SaliencyMap.cc
SaliencyMap.ikc