The Bayesian Confidence (BACON) Estimator for Deep Neural Networks

Autor: Kee, Patrick D., Brown, Max J., Rice, Jonathan C., Howell, Christian A.

This paper introduces the Bayesian Confidence Estimator (BACON) for deep neural networks. Current practice of interpreting Softmax values in the output layer as probabilities of outcomes is prone to extreme predictions of class probability. In this w

Externí odkaz: http://arxiv.org/abs/2410.12604

Investigation of how endoplasmic reticulum stress causes insulin resistance and neuroinflammation

Autor: Brown, Max Adam

Endoplasmic reticulum (ER) stress is caused by the accumulation of mis/unfolded proteins in the ER. ER stress signalling pathways termed the unfolded protein response are employed to alleviate ER stress through increasing the folding capacity and dec

Externí odkaz: http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.681758

Tento výsledek nelze pro nepřihlášené uživatele zobrazit.
K zobrazení výsledku je třeba se přihlásit.

Tento výsledek nelze pro nepřihlášené uživatele zobrazit.
K zobrazení výsledku je třeba se přihlásit.

A taxonomic, genetic and ecological data resource for the vascular plants of Britain and Ireland

Autor: Henniges, Marie C., Powell, Robyn F., Mian, Sahr, Stace, Clive A., Walker, Kevin J., Gornall, Richard J., Christenhusz, Maarten J. M., Brown, Max R., Twyford, Alex D., Hollingsworth, Peter M., Jones, Laura, de Vere, Natasha, Antonelli, Alexandre, Leitch, Andrew R., Leitch, Ilia J.

Publikováno v: Scientific Data, Vol 9, Iss 1, Pp 1-8 (2022)
Henniges, M C, Powell, R F, Mian, S, Stace, C A, Walker, K, Gornall, R J, Christenhusz, M JM, Brown, M, Twyford, A D, Hollingsworth, P M, Antonelli, A, Leitch, A R & Leitch, I J 2022, ' A taxonomic, genetic and ecological data resource for the vascular plants of Britain and Ireland ', Scientific Data, vol. 9, no. 1 . https://doi.org/10.1038/s41597-021-01104-5
Henniges, M C, Powell, R F, Mian, S, Stace, C A, Walker, K J, Gornall, R J, Christenhusz, M J M, Brown, M R, Twyford, A D, Hollingsworth, P M, Jones, L, de Vere, N, Antonelli, A, Leitch, A R & Leitch, I J 2022, ' A taxonomic, genetic and ecological data resource for the vascular plants of Britain and Ireland ', Scientific Data, vol. 9, 1 . https://doi.org/10.1038/s41597-021-01104-5
Scientific Data

The vascular flora of Britain and Ireland is among the most extensively studied in the world, but the current knowledge base is fragmentary, with taxonomic, ecological and genetic information scattered across different resources. Here we present the

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::300d8314b19529f9d58e7b1dd67666ba
https://doaj.org/article/7d87b4799b7e4293bb2cbbd18c6bcc8a