Zobrazeno 1 - 10
of 116
pro vyhledávání: '"Evgeny Osipov"'
Publikováno v:
Biomimetics, Vol 9, Iss 3, p 175 (2024)
We propose a new nature- and neuro-science-inspired algorithm for spatiotemporal learning and prediction based on sequential recall and vector symbolic architecture. A key novelty is the learning of spatial and temporal patterns as decoupled concepts
Externí odkaz:
https://doaj.org/article/1f5213a89db74937b96cd56e9e308b18
Autor:
Vidura Sumanasena, Heshan Fernando, Daswin De Silva, Beniel Thileepan, Amila Pasan, Jayathu Samarawickrama, Evgeny Osipov, Damminda Alahakoon
Publikováno v:
Sensors, Vol 24, Iss 1, p 185 (2023)
Direct policy learning (DPL) is a widely used approach in imitation learning for time-efficient and effective convergence when training mobile robots. However, using DPL in real-world applications is not sufficiently explored due to the inherent chal
Externí odkaz:
https://doaj.org/article/830b7d31c4ac4399be05fc3442e3df79
Autor:
Jeanne Leerssen, Tessa F. Blanken, Elena Pozzi, Neda Jahanshad, Lyubomir Aftanas, Ole A. Andreassen, Bernhard T. Baune, Ivan Brack, Angela Carballedo, Christopher R. K. Ching, Udo Dannlowski, Katharina Dohm, Verena Enneking, Elena Filimonova, Stella M. Fingas, Thomas Frodl, Beata R. Godlewska, Janik Goltermann, Ian H. Gotlib, Dominik Grotegerd, Oliver Gruber, Mathew A. Harris, Sean N. Hatton, Emma Hawkins, Ian B. Hickie, Natalia Jaworska, Tilo Kircher, Axel Krug, Jim Lagopoulos, Hannah Lemke, Meng Li, Frank P. MacMaster, Andrew M. McIntosh, Quinn McLellan, Susanne Meinert, Benson Mwangi, Igor Nenadić, Evgeny Osipov, Maria J. Portella, Ronny Redlich, Jonathan Repple, Matthew D. Sacchet, Philipp G. Sämann, Egle Simulionyte, Jair C. Soares, Martin Walter, Norio Watanabe, Heather C. Whalley, Dilara Yüksel, Dick J. Veltman, Paul M. Thompson, Lianne Schmaal, Eus J. W. Van Someren
Publikováno v:
Translational Psychiatry, Vol 10, Iss 1, Pp 1-11 (2020)
Abstract It has been difficult to find robust brain structural correlates of the overall severity of major depressive disorder (MDD). We hypothesized that specific symptoms may better reveal correlates and investigated this for the severity of insomn
Externí odkaz:
https://doaj.org/article/c7b061d06a71468e8ea7de9e0d6bca55
Publikováno v:
IEEE Access, Vol 8, Pp 67289-67299 (2020)
In petroleum production system, interwell connectivity evaluation is a significant process to understand reservoir properties comprehensively, determine water injection rate scientifically, and enhance oil recovery effectively for oil and gas field.
Externí odkaz:
https://doaj.org/article/da1fec5a2cf8492db4a9b69a693e5ed0
Publikováno v:
IEEE Access, Vol 7, Pp 34403-34415 (2019)
Autonomic function during deep breathing (DB) is normally scored based on the assumption that the heart rate is synchronized with the breathing. We have observed individuals with subtle arrhythmias during DB, where an autonomic function cannot be eva
Externí odkaz:
https://doaj.org/article/f4edb4eb27c24ed79d01ed1d700d2d48
Publikováno v:
IEEE Access, Vol 6, Pp 30766-30777 (2018)
This paper presents an approach for distributed fault isolation in a generic system of systems. The proposed approach is based on the principles of hyperdimensional computing. In particular, the recently proposed method called Holographic Graph Neuro
Externí odkaz:
https://doaj.org/article/382c3137c81d4fc3a28f3d8da99dd3d5
Autor:
Sachin Kahawala, Daswin De Silva, Seppo Sierla, Damminda Alahakoon, Rashmika Nawaratne, Evgeny Osipov, Andrew Jennings, Valeriy Vyatkin
Publikováno v:
Energies, Vol 14, Iss 14, p 4378 (2021)
Real-time electricity pricing mechanisms are emerging as a key component of the smart grid. However, prior work has not fully addressed the challenges of multi-step prediction (Predicting multiple time steps into the future) that is accurate, robust
Externí odkaz:
https://doaj.org/article/1d9284fa5121416cab5001e46881ea56
Publikováno v:
Sensors, Vol 20, Iss 19, p 5659 (2020)
Sucker-rod pumping systems are the most widely applied artificial lift equipment in the oil and gas industry. Accurate and intelligent working condition recognition of pumping systems imposes major impacts on oilfield production benefits and efficien
Externí odkaz:
https://doaj.org/article/ce4a505610764ae580451bc1e5bfcdf9
Autor:
Daswin De Silva, Weranja Ranasinghe, Tharindu Bandaragoda, Achini Adikari, Nishan Mills, Lahiru Iddamalgoda, Damminda Alahakoon, Nathan Lawrentschuk, Raj Persad, Evgeny Osipov, Richard Gray, Damien Bolton
Publikováno v:
PLoS ONE, Vol 13, Iss 10, p e0205855 (2018)
BACKGROUND:A primary variant of social media, online support groups (OSG) extend beyond the standard definition to incorporate a dimension of advice, support and guidance for patients. OSG are complementary, yet significant adjunct to patient journey
Externí odkaz:
https://doaj.org/article/b0958cfc34c4465b9b36fb632f0c66e7
Autor:
Laurynas Riliskis, Evgeny Osipov
Publikováno v:
Sensors, Vol 15, Iss 3, Pp 4677-4699 (2015)
Research on wireless sensor networks has progressed rapidly over the last decade, and these technologies have been widely adopted for both industrial and domestic uses. Several operating systems have been developed, along with a multitude of network
Externí odkaz:
https://doaj.org/article/b8fc7845f3ee40799ce7912a1b78eddf