Neural Computation in Embodied Closed-Loop Systems for the Generation of Complex Behavior: From Biology to Technology
How can neural and morphological computations be effectively combined and realized in embodied closed-loop systems (e.g., robots) such that they can become more like living creatures in their level of performance? Understanding this will lead to new technologies and a variety of applications. To tac...
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| Principais autores: | , |
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| Formato: | Online |
| Idioma: | inglês |
| Publicado em: |
Frontiers Media SA
2021
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| Assuntos: | |
| Acesso em linha: | 32004 |
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| _version_ | 1869514636891521024 |
|---|---|
| author | Poramate Manoonpong Christian Tetzlaff |
| author_browse | Christian Tetzlaff Poramate Manoonpong |
| author_facet | Poramate Manoonpong Christian Tetzlaff |
| author_sort | Poramate Manoonpong |
| collection | Directory of Open Access Books |
| description | How can neural and morphological computations be effectively combined and realized in embodied closed-loop systems (e.g., robots) such that they can become more like living creatures in their level of performance? Understanding this will lead to new technologies and a variety of applications. To tackle this research question, here, we bring together experts from different fields (including Biology, Computational Neuroscience, Robotics, and Artificial Intelligence) to share their recent findings and ideas and to update our research community. This eBook collects 17 cutting edge research articles, covering neural and morphological computations as well as the transfer of results to real world applications, like prosthesis and orthosis control and neuromorphic hardware implementation. |
| format | Online |
| id | doab-20.500.12854ir-54473 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2021 |
| publishDateRange | 2021 |
| publishDateSort | 2021 |
| publisher | Frontiers Media SA |
| publisherStr | Frontiers Media SA |
| record_format | ojs |
| spelling | doab-20.500.12854ir-544732024-04-05T12:35:24Z Neural Computation in Embodied Closed-Loop Systems for the Generation of Complex Behavior: From Biology to Technology Poramate Manoonpong Christian Tetzlaff RC321-571 Q1-390 morphological computation adaptive behaviors sensorimotor coordination neural computation autonomous robots neural control embodiment synaptic plasticity legged robots bio-inspired robotics thema EDItEUR::P Mathematics and Science::PS Biology, life sciences::PSA Life sciences: general issues::PSAN Neurosciences How can neural and morphological computations be effectively combined and realized in embodied closed-loop systems (e.g., robots) such that they can become more like living creatures in their level of performance? Understanding this will lead to new technologies and a variety of applications. To tackle this research question, here, we bring together experts from different fields (including Biology, Computational Neuroscience, Robotics, and Artificial Intelligence) to share their recent findings and ideas and to update our research community. This eBook collects 17 cutting edge research articles, covering neural and morphological computations as well as the transfer of results to real world applications, like prosthesis and orthosis control and neuromorphic hardware implementation. 2021-02-11T20:47:56Z 2021-02-11T20:47:56Z 2019-01-23 14:53:43 2018 book 32004 16648714 9782889456055 https://directory.doabooks.org/handle/20.500.12854/54473 eng Frontiers Research Topics image/jpeg Attribution 4.0 International https://www.frontiersin.org/research-topics/4674/neural-computation-in-embodied-closed-loop-systems-for-the-generation-of-complex-behavior-from-biolo Frontiers Media SA 10.3389/978-2-88945-605-5 10.3389/978-2-88945-605-5 bf5ce210-e72e-4860-ba9b-c305640ff3ae 9782889456055 278 open access |
| spellingShingle | RC321-571 Q1-390 morphological computation adaptive behaviors sensorimotor coordination neural computation autonomous robots neural control embodiment synaptic plasticity legged robots bio-inspired robotics thema EDItEUR::P Mathematics and Science::PS Biology, life sciences::PSA Life sciences: general issues::PSAN Neurosciences Poramate Manoonpong Christian Tetzlaff Neural Computation in Embodied Closed-Loop Systems for the Generation of Complex Behavior: From Biology to Technology |
| title | Neural Computation in Embodied Closed-Loop Systems for the Generation of Complex Behavior: From Biology to Technology |
| title_full | Neural Computation in Embodied Closed-Loop Systems for the Generation of Complex Behavior: From Biology to Technology |
| title_fullStr | Neural Computation in Embodied Closed-Loop Systems for the Generation of Complex Behavior: From Biology to Technology |
| title_full_unstemmed | Neural Computation in Embodied Closed-Loop Systems for the Generation of Complex Behavior: From Biology to Technology |
| title_short | Neural Computation in Embodied Closed-Loop Systems for the Generation of Complex Behavior: From Biology to Technology |
| title_sort | neural computation in embodied closed loop systems for the generation of complex behavior from biology to technology |
| topic | RC321-571 Q1-390 morphological computation adaptive behaviors sensorimotor coordination neural computation autonomous robots neural control embodiment synaptic plasticity legged robots bio-inspired robotics thema EDItEUR::P Mathematics and Science::PS Biology, life sciences::PSA Life sciences: general issues::PSAN Neurosciences |
| topic_facet | RC321-571 Q1-390 morphological computation adaptive behaviors sensorimotor coordination neural computation autonomous robots neural control embodiment synaptic plasticity legged robots bio-inspired robotics thema EDItEUR::P Mathematics and Science::PS Biology, life sciences::PSA Life sciences: general issues::PSAN Neurosciences |
| url | 32004 |
| work_keys_str_mv | AT poramatemanoonpong neuralcomputationinembodiedclosedloopsystemsforthegenerationofcomplexbehaviorfrombiologytotechnology AT christiantetzlaff neuralcomputationinembodiedclosedloopsystemsforthegenerationofcomplexbehaviorfrombiologytotechnology |