An organic brain-inspired platform with neurotransmitter closed-loop control, actuation and reinforcement learning.


Journal

Materials horizons
ISSN: 2051-6355
Titre abrégé: Mater Horiz
Pays: England
ID NLM: 101623537

Informations de publication

Date de publication:
03 May 2024
Historique:
medline: 3 5 2024
pubmed: 3 5 2024
entrez: 3 5 2024
Statut: aheadofprint

Résumé

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

Identifiants

pubmed: 38698769
doi: 10.1039/d3mh02202a
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Auteurs

Ugo Bruno (U)

Tissue Electronics, Istituto Italiano di Tecnologia, 80125, Naples, Italy.
Dipartimento di Chimica, Materiali e Produzione Industriale, Università di Napoli Federico II, 80125, Naples, Italy.

Daniela Rana (D)

Institute of Biological Information Processing - Bioelectronics, IBI-3, Forschungszentrum Juelich, 52428, Germany.
Neuroelectronic Interfaces, Faculty of Electrical Engineering and IT, RWTH Aachen, 52074, Germany.

Chiara Ausilio (C)

Tissue Electronics, Istituto Italiano di Tecnologia, 80125, Naples, Italy.
Dipartimento di Chimica, Materiali e Produzione Industriale, Università di Napoli Federico II, 80125, Naples, Italy.

Anna Mariano (A)

Tissue Electronics, Istituto Italiano di Tecnologia, 80125, Naples, Italy.

Ottavia Bettucci (O)

Tissue Electronics, Istituto Italiano di Tecnologia, 80125, Naples, Italy.

Simon Musall (S)

Institute of Biological Information Processing - Bioelectronics, IBI-3, Forschungszentrum Juelich, 52428, Germany.
Faculty of Medicine, Institute of Experimental Epileptology and Cognition Research, University of Bonn, Bonn, Germany.

Claudia Lubrano (C)

Institute of Biological Information Processing - Bioelectronics, IBI-3, Forschungszentrum Juelich, 52428, Germany.
Neuroelectronic Interfaces, Faculty of Electrical Engineering and IT, RWTH Aachen, 52074, Germany.

Francesca Santoro (F)

Tissue Electronics, Istituto Italiano di Tecnologia, 80125, Naples, Italy.
Institute of Biological Information Processing - Bioelectronics, IBI-3, Forschungszentrum Juelich, 52428, Germany.
Neuroelectronic Interfaces, Faculty of Electrical Engineering and IT, RWTH Aachen, 52074, Germany.

Classifications MeSH