Zobrazeno 1 - 10
of 15
pro vyhledávání: '"Lennert Appeltant"'
Autor:
Jan Danckaert, Miguel C. Soriano, Silvia Ortín, Luis Pesquera, Lars Keuninckx, Guy Van der Sande, Lennert Appeltant
Publikováno v:
Digital.CSIC. Repositorio Institucional del CSIC
instname
instname
Reservoir computing is a paradigm in machine learning whose processing capabilities rely on the dynamical behavior of recurrent neural networks. We present a mixed analog and digital implementation of this concept with a nonlinear analog electronic c
Publikováno v:
Scientific Reports
Digital.CSIC. Repositorio Institucional del CSIC
instname
Digital.CSIC. Repositorio Institucional del CSIC
instname
This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 3.0 Unported License.
Reservoir computing is a novel bio-inspired computing method, capable of solving complex tasks in a computationally efficient way. It has r
Reservoir computing is a novel bio-inspired computing method, capable of solving complex tasks in a computationally efficient way. It has r
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::2a87e90f2f0fea6570e4e0b86e2e91cb
http://hdl.handle.net/10261/115866
http://hdl.handle.net/10261/115866
Publikováno v:
Vrije Universiteit Brussel
Reservoir Computing (RC) is a promising general framework for processing high bit-rate data streams [1]. The basic idea behind RC is the expansion of an original complex problem (input data), onto the higher dimensional phase space of the reservoir,
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::970a041e49490132c5d038f84de8087e
https://biblio.vub.ac.be/vubir/information-processing-using-an-electrooptic-oscillator-subject-to-multiple-delay-lines(d8696d14-6e4c-48bb-bf4f-7a3e2932a795).html
https://biblio.vub.ac.be/vubir/information-processing-using-an-electrooptic-oscillator-subject-to-multiple-delay-lines(d8696d14-6e4c-48bb-bf4f-7a3e2932a795).html
Autor:
Joni Dambre, Miguel C. Soriano, Benjamin Schrauwen, Serge Massar, Jan Danckaert, Ingo Fischer, Lennert Appeltant, Claudio R. Mirasso, G. Van der Sande
Publikováno v:
Digital.CSIC. Repositorio Institucional del CSIC
instname
Vrije Universiteit Brussel
instname
Vrije Universiteit Brussel
This research was partially supported by the Belgian Science Policy O ce, under grant IAP P6-10 photonics@be, by FWO (Belgium), MICINN (Spain) under projects FISICOS (FIS2007-60327) and DeCoDicA (TEC2009-14101) and by the project PHOCUS. The project
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::6994db3312b4e104193007a0301c6abd
http://hdl.handle.net/10261/79340
http://hdl.handle.net/10261/79340
Autor:
Ingo Fischer, G. Van der Sande, Claudio R. Mirasso, Lennert Appeltant, Serge Massar, Joni Dambre, Miguel C. Soriano, Benjamin Schrauwen, Jan Danckaert
Publikováno v:
Vrije Universiteit Brussel
Nature Communications
Nature Communications
Novel methods for information processing are highly desired in our information-driven society. Inspired by the brain's ability to process information, the recently introduced paradigm known as 'reservoir computing' shows that complex networks can eff
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::698c9fea77e81ec9b29751921e73e584
https://biblio.vub.ac.be/vubir/information-processing-using-a-single-dynamical-node-as-complex-system(e9f2a3a2-e478-4c7e-b38c-1200e4e008ff).html
https://biblio.vub.ac.be/vubir/information-processing-using-a-single-dynamical-node-as-complex-system(e9f2a3a2-e478-4c7e-b38c-1200e4e008ff).html
Autor:
Maxime Jacquot, Sergei Rybalko, Romain Martinenghi, Laurent Larger, Lennert Appeltant, G. Van der Sand, Jan Danckaert, Yanne K. Chembo
Publikováno v:
Lasers and Electro-Optics Europe (CLEO EUROPE/EQEC)
2011 Conference on and 12th European Quantum Electronics
2011 Conference on and 12th European Quantum Electronics, May 2011, Munich, Germany. pp.EH4_5, ⟨10.1109/CLEOE.2011.5943557⟩
Scopus-Elsevier
2011 Conference on and 12th European Quantum Electronics
2011 Conference on and 12th European Quantum Electronics, May 2011, Munich, Germany. pp.EH4_5, ⟨10.1109/CLEOE.2011.5943557⟩
Scopus-Elsevier
International audience; Reservoir computing is an emerging field of research intended to develop novel computational machines based on operating principles issued from the neural network community and the brain research sciences. Practical implementa
Autor:
Guy Van der Sande, Luis Pesquera, Lennert Appeltant, Silvia Ortín, José M. Gutiérrez, Jan Danckaert
Publikováno v:
Scopus-Elsevier
Reservoir Computing (RC) is a promising general framework for processing high bit-rate data streams [1]. The basic idea behind RC is the expansion of an original complex problem (input data), onto the higher dimensional phase space of the reservoir,
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c8d789a0e188f42d02ec7c48d38b6cdc
http://www.scopus.com/inward/record.url?eid=2-s2.0-84898751524&partnerID=MN8TOARS
http://www.scopus.com/inward/record.url?eid=2-s2.0-84898751524&partnerID=MN8TOARS
Autor:
Silvia Ortin, Lennert Appeltant, Pesquera, L., Guy Van der Sande, Jan Danckaert, Jose Manuel Gutierrez
Publikováno v:
Vrije Universiteit Brussel
no abstract available
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::6c4139b5764f186c5c70aaf02b19fd09
https://researchportal.vub.be/en/publications/41e31e94-a8d4-4a7e-8a30-1b456b1e5f5f
https://researchportal.vub.be/en/publications/41e31e94-a8d4-4a7e-8a30-1b456b1e5f5f
Publikováno v:
ACM Transactions on Embedded Computing Systems; 2023 Suppl5s, Vol. 22, p1-20, 20p
Publikováno v:
ACM Journal on Emerging Technologies in Computing Systems; Oct2021, Vol. 17 Issue 4, p1-15, 15p