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Information Processing in the Mirror Neuron System in Primates and Machines

Demiris, Yiannis and Aziz-Zadeh, Lisa and Bonaiuto, James (2014) Information Processing in the Mirror Neuron System in Primates and Machines. Neuroinformatics, 12 (1). pp. 63-91. ISSN 1539-2791. https://resolver.caltech.edu/CaltechAUTHORS:20140317-100636518

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Abstract

The mirror neuron system in primates matches observations of actions with the motor representations used for their execution, and is a topic of intense research and debate in biological and computational disciplines. In robotics, models of this system have been used for enabling robots to imitate and learn how to perform tasks from human demonstrations. Yet, existing computational and robotic models of these systems are found in multiple levels of description, and although some models offer plausible explanations and testable predictions, the difference in the granularity of the experimental setups, methodologies, computational structures and selected modeled data make principled meta-analyses, common in other fields, difficult. In this paper, we adopt an interdisciplinary approach, using the BODB integrated environment in order to bring together several different but complementary computational models, by functionally decomposing them into brain operating principles (BOPs) which each capture a limited subset of the model’s functionality. We then explore links from these BOPs to neuroimaging and neurophysiological data in order to pinpoint complementary and conflicting explanations and compare predictions against selected sets of neurobiological data. The results of this comparison are used to interpret mirror system neuroimaging results in terms of neural network activity, evaluate the biological plausibility of mirror system models, and suggest new experiments that can shed light on the neural basis of mirror systems.


Item Type:Article
Related URLs:
URLURL TypeDescription
http://dx.doi.org/10.1007/s12021-013-9200-7DOIArticle
http://link.springer.com/article/10.1007/s12021-013-9200-7PublisherArticle
Additional Information:© 2013 Springer Science+Business Media New York. Published online: 2 October 2013. YD’s contributions were partially supported through EU FP7 grants EFAA (grant FP7-ICT-270490) and ALIZ-E (grant FP7-ICT-248116).
Funders:
Funding AgencyGrant Number
EU FP7 grant EFAAFP7-ICT-270490
EU FP7 grant ALIZ-EFP7-ICT-248116
Subject Keywords:Mirror system; BODB; Computational modeling; Robotics; Imitation
Issue or Number:1
Record Number:CaltechAUTHORS:20140317-100636518
Persistent URL:https://resolver.caltech.edu/CaltechAUTHORS:20140317-100636518
Official Citation: Information Processing in the Mirror Neuron System in Primates and Machines Yiannis Demiris, Lisa Aziz-Zadeh, James Bonaiuto Pages 63-91
Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:44346
Collection:CaltechAUTHORS
Deposited By: Ruth Sustaita
Deposited On:17 Mar 2014 17:23
Last Modified:03 Oct 2019 06:16

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