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of 6 022
pro vyhledávání: '"A. Temko"'
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-15 (2024)
Abstract The performance gains achieved by deep learning models nowadays are mainly attributed to the usage of ever larger datasets. In this study, we present and contrast the performance gains that can be achieved via accessing larger high-quality d
Externí odkaz:
https://doaj.org/article/1498262c2e154668961b91988b8824d7
Publikováno v:
IEEE Access, Vol 12, Pp 182640-182662 (2024)
In the last decades, field-programmable gate arrays (FPGAs) have become increasingly important to the electronics industry, offering higher performance and lower power consumption as transistor technology continues to scale down. Machine learning (ML
Externí odkaz:
https://doaj.org/article/1d63f775e7ab4918b04ae73e5dc594e3
Publikováno v:
IEEE Access, Vol 12, Pp 159519-159533 (2024)
With the widespread integration of new technologies, IoT devices are becoming increasingly diverse and capable of handling highly complex tasks, compared to previous generations. This evolution has led to demands for a comprehensive security approach
Externí odkaz:
https://doaj.org/article/96ffb7f1200948869a15b387529cac20
Autor:
OShea, Alison, Ahmed, Rehan, Lightbody, Gordon, Mathieson, Sean, Pavlidis, Elena, Lloyd, Rhodri, Pisani, Francesco, Marnane, Willian, Boylan, Geraldine, Temko, Andriy
Publikováno v:
Int J Neural Syst (2021)
EEG is the gold standard for seizure detection in the newborn infant, but EEG interpretation in the preterm group is particularly challenging; trained experts are scarce and the task of interpreting EEG in real-time is arduous. Preterm infants are re
Externí odkaz:
http://arxiv.org/abs/2106.00611
Publikováno v:
Neural Networks (2020)
A deep learning classifier for detecting seizures in neonates is proposed. This architecture is designed to detect seizure events from raw electroencephalogram (EEG) signals as opposed to the state-of-the-art hand engineered feature-based representat
Externí odkaz:
http://arxiv.org/abs/2105.13854
Autor:
Pavlidis, Elena, Kharoshankaya, Liudmila, Marnane, Liam, Lightbody, Gordon, O'Leary, Jackie, Murray, Mairead, Conway, Jean, Dwyer, Denis, Temko, Andrey, Kiely, Taragh, Ryan, Anthony C, Mitra, Subhabrata, Toet, Mona C, Blennow, Mats, Edqvist, Ingela, Pinnamaneni, Raga M, Colby-Milley, Jessica, Openshaw-Lawrence, Nicola, Kapellou, Olga, van Huffelen, Alexander C, Pavel, Andreea M, Rennie, Janet M, de Vries, Linda S, Mathieson, Sean R, Livingstone, Vicki, Finder, Mikael, Foran, Adrienne, Shah, Divyen K, Pressler, Ronit M, Weeke, Lauren C, Dempsey, Eugene M, Murray, Deirdre M, Boylan, Geraldine B *
Publikováno v:
In The Lancet Child & Adolescent Health March 2024 8(3):214-224
Akademický článek
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Autor:
Jovanović, Bojana, Temko, Daniel, Stevens, Laura E., Seehawer, Marco, Fassl, Anne, Murphy, Katherine, Anand, Jayati, Garza, Kodie, Gulvady, Anushree, Qiu, Xintao, Harper, Nicholas W., Daniels, Veerle W., Xiao-Yun, Huang, Ge, Jennifer Y., Alečković, Maša, Pyrdol, Jason, Hinohara, Kunihiko, Egri, Shawn B., Papanastasiou, Malvina, Vadhi, Raga, Font-Tello, Alba, Witwicki, Robert, Peluffo, Guillermo, Trinh, Anne, Shu, Shaokun, Diciaccio, Benedetto, Ekram, Muhammad B., Subedee, Ashim, Herbert, Zachary T., Wucherpfennig, Kai W., Letai, Anthony G., Jaffe, Jacob D., Sicinski, Piotr, Brown, Myles, Dillon, Deborah, Long, Henry W., Michor, Franziska, Polyak, Kornelia
Publikováno v:
In Cell Reports 26 December 2023 42(12)
Autor:
Temko, Sonya, Smith, Rachel, Nelson, Bryan, Park, Christine, Bailey, Rebecca, Johna, Julia Finder, Ferráns, Silvia Diazgranados, Jones, Stephanie M.
Publikováno v:
In Social and Emotional Learning: Research, Practice, and Policy December 2023 2