Neurodynamical Model for the Coupling of Action Perception and Execution
| Autor: | Martin A. Giese, Mohammad Hovaidi-Ardestani, Vittorio Caggiano |
|---|---|
| Rok vydání: | 2017 |
| Předmět: |
0301 basic medicine
Cognitive science Computer science media_common.quotation_subject Stability (learning theory) Motor program 03 medical and health sciences 030104 developmental biology 0302 clinical medicine Recurrent neural network Action (philosophy) Perception Encoding (memory) Set (psychology) 030217 neurology & neurosurgery Mirror neuron media_common |
| Zdroj: | Artificial Neural Networks and Machine Learning – ICANN 2017 ISBN: 9783319685991 ICANN (1) |
| DOI: | 10.1007/978-3-319-68600-4_3 |
| Popis: | In cortical representations action perception and action execution are closely linked, as indicated by the presence of mirror neurons. Experiments show that concurrent action execution and action perception influence each other. We have developed a physiologically-inspired neural model that accounts for the neural encoding of perceived actions and motor plans, and their interactions. The core of the model is a set of coupled neural fields that represent either perceived actions or motor programs. We demonstrate that this model reproduces the results of a variety of quite different experiments investigating the interaction between action perception and execution. It also predicts the emergence and stability of synchronized coordinated behavior of two individuals that observe each other during action execution. |
| Databáze: | OpenAIRE |
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