Influence of Saliency and Social Impairments on the Development of Intention Recognition
Cohen, Laura; Billard, Aude
2016

Abstract

Among the symptoms of schizophrenia, deficits in the recognition of intention is one of the most studied. However, there is no cognitive model of intention recognition that takes into account both innate and environmental/developmental factors. This work proposes a developmental model of intention recognition based on a neural network. This model enables us to emulate different types of impairment. Particularly, the dopamine hypothesis of schizophrenia is simulated through an impairment of the visual saliency, and environmental influence of the behavior of the caregiver is evaluated.

Details

Title Influence of Saliency and Social Impairments on the Development of Intention Recognition
Author(s) Cohen, Laura ; Billard, Aude
Published in Artificial Neural Networks And Machine Learning - Icann 2016, Pt I
Pagination 9
Editor(s)
Series Lecture Notes in Computer Science
Volume 9886
Pages 205-213
Conference 25th International Conference on Artificial Neural Networks (ICANN), Barcelona, SPAIN, SEP 06-09, 2016
Date 2016
Publisher Cham, Springer Int Publishing Ag
ISSN 0302-9743
ISBN 978-3-319-44778-0
978-3-319-44777-3
Keywords
DOI https://doi.org/10.1007/978-3-319-44778-0_24
Other identifier(s) View record in Web of Science
Laboratories LASA
Record Appears in Scientific production and competences > STI - School of Engineering > IEM - Institut d'Electricité et de Microtechnique > LASA - Learning algorithms and systems Laboratory
Peer-reviewed publications
Conference Papers
Work produced at EPFL
Published
Record creation date 2017-01-24

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