An organic brain-inspired platform with neurotransmitter closed-loop control, actuation and reinforcement learning
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00159816%3A_____%2F24%3A00081596" target="_blank" >RIV/00159816:_____/24:00081596 - isvavai.cz</a>
Result on the web
<a href="https://pmc.ncbi.nlm.nih.gov/articles/PMC11182378/" target="_blank" >https://pmc.ncbi.nlm.nih.gov/articles/PMC11182378/</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1039/d3mh02202a" target="_blank" >10.1039/d3mh02202a</a>
Alternative languages
Result language
angličtina
Original language name
An organic brain-inspired platform with neurotransmitter closed-loop control, actuation and reinforcement learning
Original language description
Organic neuromorphic platforms have recently received growing interest for the implementation and integration of artificial and hybrid neuronal networks. Here, achieving closed-loop and learning/training processes as in the human brain is still a major challenge especially exploiting time-dependent biosignalling such as neurotransmitter release. Here, we present an integrated organic platform capable of cooperating with standard silicon technologies, to achieve brain-inspired computing via adaptive synaptic potentiation and depression, in a closed-loop fashion. The microfabricated platform could be interfaced and control a robotic hand which ultimately was able to learn the grasping of differently sized objects, autonomously. Organic neuromorphic platforms have recently received growing interest for the implementation and integration of hybrid systems, acting as a bridge between biological tissue and artificial computing architectures.
Czech name
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Czech description
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Classification
Type
J<sub>imp</sub> - Article in a specialist periodical, which is included in the Web of Science database
CEP classification
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OECD FORD branch
10400 - Chemical sciences
Result continuities
Project
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Continuities
I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace
Others
Publication year
2024
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
Materials Horizons
ISSN
2051-6347
e-ISSN
2051-6355
Volume of the periodical
11
Issue of the periodical within the volume
12
Country of publishing house
GB - UNITED KINGDOM
Number of pages
10
Pages from-to
2865-2874
UT code for WoS article
001217084000001
EID of the result in the Scopus database
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