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Recent theories have hypothesized that semantic representations of action verbs and mental representations of action may be supported by partially overlapping, distributed brain networks.
This contribution describes a method to compute multiple representations of action spaces with different levels of detail, which could be used in an assistant system.
Research on cognitive representations of action has identified individual differences in the general tendency to construe actions in terms of their goal (vs. movement parameters), which can be reliably assessed with the Behavior Identification Form (BIF).
In monkeys, fronto-parietal networks are involved both in integrating multisensory information within a limited space surrounding the body (i.e. peripersonal space, PPS) and in action planning and execution, suggesting an overlap between sensory representations of space and motor representations of action.
Thus, the very same areas integrating multisensory information in a limited space around given body parts also underlie the motor responses of those body parts, meaning that sensory representations of space and motor representations of action overlap in the monkey's bimodal regions.
How such experience changes neural representations of action remains unknown.
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The perception-action cycle that underlies embodied cognition also holds true for visual and symbolic representations of actions.
Multimodal representations of actions are obtained using the co-activation of action features from video sequences and labels from automatic speech recognition.
This type of rehearsal improves the storage and recall of knowledge, but it can also improve representations of actions in order to perform better and faster.
Representations of actions and events must be flexibly controlled to suit the context or task – for example, we can retrieve very different actions for the object 'shoe' if the task is to bang in tent pegs rather than fasten our laces.
When a representation of action is integrated, state constraints implicitly define indirect effects of actions and impose further preconditions on the performance of actions.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com