Zobrazeno 1 - 10
of 10
pro vyhledávání: '"Krishan Harkhoe"'
Publikováno v:
Applied Sciences, Vol 11, Iss 9, p 4232 (2021)
Delay-based reservoir computing (RC), a neuromorphic computing technique, has gathered lots of interest, as it promises compact and high-speed RC implementations. To further boost the computing speeds, we introduce and study an RC setup based on spin
Externí odkaz:
https://doaj.org/article/86ee35866146404ebdf8a194ae946e9b
Publikováno v:
NANOPHOTONICS
Photonic reservoir computing has been demonstrated to be able to solve various complex problems. Although training a reservoir computing system is much simpler compared to other neural network approaches, it still requires considerable amounts of res
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::7c2ec8c645f0db11e0e273cc6e519554
https://hdl.handle.net/1854/LU-01GP0X34Y51ZAF3RNMH631K7Z6
https://hdl.handle.net/1854/LU-01GP0X34Y51ZAF3RNMH631K7Z6
Publikováno v:
Vrije Universiteit Brussel
Semiconductor lasers with delayed feedback have demonstrated to be able to efficiently solve difficult and time-consuming problems for photonic reservoir computing. In these systems the input data is often injected optically into the reservoir. We nu
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c9e1eb16c409546c4476e6fc3211d114
https://doi.org/10.1117/12.2626778
https://doi.org/10.1117/12.2626778
Publikováno v:
OPTICS EXPRESS
In photonic reservoir computing, semiconductor lasers with delayed feedback have shown to be suited to efficiently solve difficult and time-consuming problems. The input data in this system is often optically injected into the reservoir. Based on num
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::da6c3c39737780a52454a8a9af744b08
https://pubmed.ncbi.nlm.nih.gov/35472955
https://pubmed.ncbi.nlm.nih.gov/35472955
Publikováno v:
IEEE Photonics Benelux Chapter/ Annual Symposium 2018
Vrije Universiteit Brussel
Vrije Universiteit Brussel
We have analyzed the performance of a reservoir computing system based on a semiconductor laser with delayed optical output feedback on timeseries prediction and bit parity tests. Both laser and feedback section are fully integrated on an InP based p
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::045bf332df169c16e850efcb10b1e436
https://biblio.ugent.be/publication/8605814
https://biblio.ugent.be/publication/8605814
Publikováno v:
Vrije Universiteit Brussel
2019 Conference on Lasers and Electro-Optics Europe & European Quantum Electronics Conference (CLEO/Europe-EQEC)
2019 Conference on Lasers and Electro-Optics Europe & European Quantum Electronics Conference (CLEO/Europe-EQEC)
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::a3496f7056a326790673d3fbca4dc894
https://researchportal.vub.be/en/publications/0c33342e-d8f1-4b94-b2f2-ea9e39f57189
https://researchportal.vub.be/en/publications/0c33342e-d8f1-4b94-b2f2-ea9e39f57189
Autor:
Krishan Harkhoe, Guy Van der Sande
Publikováno v:
Vrije Universiteit Brussel
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::3baa53551e92b418e96dd2c54c2de7f9
https://researchportal.vub.be/en/publications/7f6bc7e0-dfe4-4f9a-8a2d-14efef889b5c
https://researchportal.vub.be/en/publications/7f6bc7e0-dfe4-4f9a-8a2d-14efef889b5c
Publikováno v:
Vrije Universiteit Brussel
2022 IEEE Photonics Conference (IPC)
2022 IEEE Photonics Conference (IPC)
In reservoir computing, semiconductor lasers with delayed feedback can efficiently solve difficult and time-consuming problems. The input data is optically injected into the laser. We show numerically that far better performance is observed using pha
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f4e9e545c8c8564482df2fc75d550244
https://researchportal.vub.be/en/publications/14048e1e-783b-48c0-a7a4-ccaa2253df19
https://researchportal.vub.be/en/publications/14048e1e-783b-48c0-a7a4-ccaa2253df19
Publikováno v:
Vrije Universiteit Brussel
We have analyzed the performance of a reservoir computing system based on a semiconductor laser with delayed optical output feedback on timeseries prediction and bit parity tests. Both laser and feedback section are fully integrated on an InP based p
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::193162b6f91f9c01fd13c75afb366545
https://researchportal.vub.be/en/publications/75974bd7-e123-4402-bf72-051efcd27377
https://researchportal.vub.be/en/publications/75974bd7-e123-4402-bf72-051efcd27377
Publikováno v:
Vrije Universiteit Brussel
IEEE Benelux Photonics Chapter : Annual Symposium 2022, Proceedings
IEEE Benelux Photonics Chapter : Annual Symposium 2022, Proceedings
In photonic reservoir computing, semiconductor lasers with delayed feedback can be used to efficiently solve difficult and time-consuming problems. We show numerically that the performance depends heavily on how the data is modulated on the optical i
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::09d38b9ecba2c4b0c71dde9081f80b92
https://researchportal.vub.be/en/publications/47dd2274-d798-4c6b-8a84-3c1696f34db6
https://researchportal.vub.be/en/publications/47dd2274-d798-4c6b-8a84-3c1696f34db6