Zobrazeno 1 - 10
of 3 687
pro vyhledávání: '"Vallin, Are"'
We develop a geometric approximation theory for deep feed-forward neural networks with ReLU activations. Given a $d$-dimensional hypersurface in $\mathbb{R}^{d+1}$ represented as the graph of a $C^2$-function $\phi$, we show that a deep fully-connect
Externí odkaz:
http://arxiv.org/abs/2407.03851
We formalize and interpret the geometric structure of $d$-dimensional fully connected ReLU layers in neural networks. The parameters of a ReLU layer induce a natural partition of the input domain, such that the ReLU layer can be significantly simplif
Externí odkaz:
http://arxiv.org/abs/2310.03482
Autor:
Nadia Diamond-Smith, Yogesh Vaishnav, Usha Choudhary, Payal Sharma, Ankur Kachhwaha, Tamera Panjalingam, Janelli Vallin, Debangana Das, Lakshmi Gopalakrishnan
Publikováno v:
Reproductive Health, Vol 21, Iss 1, Pp 1-11 (2024)
Abstract Background Despite decades of a call to action to engage men in reproductive health, men are often left out of programs and interventions. In India, where half of pregnancies are reported as unintended, patriarchal gender norms and still dom
Externí odkaz:
https://doaj.org/article/0786eeffa61d4afdb8fc0adebf638ab4
Autor:
Matteo Bouvier, Souad Zreika, Elodie Vallin, Camille Fourneaux, Sandrine Gonin-Giraud, Arnaud Bonnaffoux, Olivier Gandrillon
Publikováno v:
BMC Bioinformatics, Vol 25, Iss 1, Pp 1-21 (2024)
Abstract Background Inference of Gene Regulatory Networks (GRNs) is a difficult and long-standing question in Systems Biology. Numerous approaches have been proposed with the latest methods exploring the richness of single-cell data. One of the curre
Externí odkaz:
https://doaj.org/article/9ad868f8016b4126a03bbf60f673194c
Decrease in platelet count in patients with AKI and its association with major adverse kidney events
Autor:
Ramón Medina-González, Jose J. Zaragoza, Eduardo M. Hernández-Barajas, Juarez Correa-de Leon, Rolando Claure-Del Granado, Armando Vazquez-Rangel, Liliana M. Pineda-Segura, Martha K. Franco-Garcia, Gael Chávez-Alonso, Juan A. Gómez-Fregoso, Francisco G. Rodríguez-García, Guillermo Navarro-Blackaller, Luz Alcantar-Vallin, Alejandro Martínez Gallardo-González, Gabriela J. Abundis-Mora, Guillermo García-García, Jonathan S. Chávez-Iñiguez
Publikováno v:
Renal Failure, Vol 46, Iss 1 (2024)
Introduction A reduction in platelet count in critically ill patients is a marker of severity of the clinical condition. However, whether this association holds true in acute kidney injury (AKI) is unknown. We analyzed the association between platele
Externí odkaz:
https://doaj.org/article/727b965aa94f45f387bb77748d6e0091
Autor:
Michaela Vallin, Göran Tomson, Beate Kampmann, Eivind Engebretsen, Stefan Swartling Peterson, Rhoda K. Wanyenze, Ole Petter Ottersen
Publikováno v:
Global Health Action, Vol 17, Iss 1 (2024)
The COVID-19 pandemic put the life science sector to the test. Vaccines were developed at unprecedented speed, benefiting from decades of fundamental research and now honoured by a Nobel Prize. However, we saw that the fruits of science were inequita
Externí odkaz:
https://doaj.org/article/1aaeca620a914b5b9e18ff3c827ba904
Autor:
Andersson, Axel G., Lundgren, Anna, Xu, Yiyi, Nielsen, Christel, Lindh, Christian H., Pineda, Daniela, Vallin, Josefine, Johnsson, Clara, Fletcher, Tony, Bemark, Mats, Jakobsson, Kristina, Li, Ying
Publikováno v:
In Chemosphere December 2024 369
Autor:
Garcia-Gracia, Camilo, Riaz, Samer, Vallin, Claudia, Alexopoulos, Andreas, Adada, Badih, Bingaman, William, Najm, Imad, Bulacio, Juan C.
Publikováno v:
In Epilepsy & Behavior November 2024 160
Autor:
Camille Fourneaux, Laëtitia Racine, Catherine Koering, Sébastien Dussurgey, Elodie Vallin, Alice Moussy, Romuald Parmentier, Fanny Brunard, Daniel Stockholm, Laurent Modolo, Franck Picard, Olivier Gandrillon, Andras Paldi, Sandrine Gonin-Giraud
Publikováno v:
BMC Biology, Vol 22, Iss 1, Pp 1-20 (2024)
Abstract Background Cell differentiation requires the integration of two opposite processes, a stabilizing cellular memory, especially at the transcriptional scale, and a burst of gene expression variability which follows the differentiation inductio
Externí odkaz:
https://doaj.org/article/29a9a65391ea4083ac4d52516b373d50
Publikováno v:
Revista Científica de Ingeniería Energética, Vol 45, Iss 1, Pp 1-10 (2024)
Instalar parques eólicos en los sistemas eléctricos de potencia aislados puede ocasionar problemas en cuanto al control de frecuencia. Estos se deben a la naturaleza variable del viento y de las características propias de la red. En esta investiga
Externí odkaz:
https://doaj.org/article/4c44f134664b4308ae34627962bdae89