A visual tracking model implemented on the iCub robot as a use case for a novel neurorobotic toolkit integrating brain and physics simulation

التفاصيل البيبلوغرافية
العنوان: A visual tracking model implemented on the iCub robot as a use case for a novel neurorobotic toolkit integrating brain and physics simulation
المؤلفون: Cecilia Laschi, Nino Cauli, Rudiger Dillman, Alessandro Ambrosano, Luc Guyot, Daniel Peppicelli, Stefan Ulbrich, Alois Knoll, Lars Pfotzer, Paul Levi, Georg Hinkel, Stefan Deser, Patrick Maier, Axel von Arnim, Marc-Oliver Gewaltig, Ugo Albanese, Gundrun Klinker, Oliver Denninger, Egidio Falotico, Lorenzo Vannucci
المصدر: Humanoids
بيانات النشر: IEEE Computer Society, 2015.
سنة النشر: 2015
مصطلحات موضوعية: Brain modeling, Computer science, Data modeling, Human–computer interaction, Artificial Intelligence, Robot sensing systems, Electrical and Electronic Engineering, Simulation, Visualization, Spiking neural network, Computational modeling, Data models, Integrated circuit modeling, business.industry, Robotics, ddc, Human-Computer Interaction, Hardware and Architecture, Robot, Artificial intelligence, Dynamical simulation, 1707, business, iCub, Neurorobotics
الوصف: Developing neuro-inspired computing paradigms that mimic nervous system function is an emerging field of research that fosters our model understanding of the biological system and targets technical applications in artificial systems. The computational power of simulated brain circuits makes them a very promising tool for the development for brain-controlled robots. Early phases of robotic controllers development make extensive use of simulators as they are easy, fast and cheap tools. In order to develop robotics controllers that encompass brain models, a tool that include both neural simulation and physics simulation is missing. Such a tool would require the capability of orchestrating and synchronizing both simulations as well as managing the exchange of data between them. The Neurorobotics Platform (NRP) aims at filling this gap through an integrated software toolkit enabling an experimenter to design and execute a virtual experiment with a simulated robot using customized brain models. As a use case for the NRP, the iCub robot has been integrated into the platform and connected to a spiking neural network. In particular, experiments of visual tracking have been conducted in order to demonstrate the potentiality of such a platform.
وصف الملف: application/pdf
اللغة: English
URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::7a02c752931a7d644c7afffb6c108bf5
http://hdl.handle.net/11382/509091
حقوق: OPEN
رقم الأكسشن: edsair.doi.dedup.....7a02c752931a7d644c7afffb6c108bf5
قاعدة البيانات: OpenAIRE