Zobrazeno 1 - 10
of 3 681
pro vyhledávání: '"André, D"'
Autor:
Haderlein, Jonas F., Peterson, Andre D. H., Eskikand, Parvin Zarei, Cook, Mark J., Burkitt, Anthony N., Mareels, Iven M. Y., Grayden, David B.
Predicting future system behaviour from past observed behaviour (time series) is fundamental to science and engineering. In computational neuroscience, the prediction of future epileptic seizures from brain activity measurements, using EEG data, rema
Externí odkaz:
http://arxiv.org/abs/2308.09312
Autor:
Haderlein, Jonas F., Peterson, Andre D. H., Eskikand, Parvin Zarei, Burkitt, Anthony N., Mareels, Iven M. Y., Grayden, David B.
The empirical success of machine learning models with many more parameters than measurements has generated an interest in the theory of overparameterisation, i.e., underdetermined models. This paradigm has recently been studied in domains such as dee
Externí odkaz:
http://arxiv.org/abs/2304.08066
Autor:
Haderlein, Jonas F., Peterson, Andre D. H., Burkitt, Anthony N., Mareels, Iven M. Y., Grayden, David B.
Autoregressive models are ubiquitous tools for the analysis of time series in many domains such as computational neuroscience and biomedical engineering. In these domains, data is, for example, collected from measurements of brain activity. Crucially
Externí odkaz:
http://arxiv.org/abs/2304.11070
This paper examines the relationship between sparse random network architectures and neural network stability by examining the eigenvalue spectral distribution. Specifically, we generalise classical eigenspectral results to sparse connectivity matric
Externí odkaz:
http://arxiv.org/abs/2212.01549
Autor:
Floricel, Carla, Epifano, Jacob, Caamano, Stephanie, Kark, Sarah, Christie, Rich, Masino, Aaron, Paredes, Andre D
Digital biomarkers (DBMs) are a growing field and increasingly tested in the therapeutic areas of psychiatric and neurodegenerative disorders. Meanwhile, isolated silos of knowledge of audiovisual DBMs use in industry, academia, and clinics hinder th
Externí odkaz:
http://arxiv.org/abs/2210.01618
Autor:
Catarina I. G. Pinto, André D. M. Branco, Sara Bucar, Alexandra Fonseca, Antero J. Abrunhosa, Cláudia L. da Silva, Joana F. Guerreiro, Filipa Mendes
Publikováno v:
EJNMMI Research, Vol 14, Iss 1, Pp 1-12 (2024)
Abstract Background Glioblastoma is an extremely aggressive malignant tumor with a very poor prognosis. Due to the increased proliferation rate of glioblastoma, there is the development of hypoxic regions, characterized by an increased concentration
Externí odkaz:
https://doaj.org/article/fb07ff3d769046bc8ef6dbf895b15980
Autor:
Cerqueira, Elisa, Oliveira, Carlos, Jr, Landesmann, Alexandre, Camotim, Dinar, Dinis, Pedro B., Martins, André D.
Publikováno v:
In Thin-Walled Structures November 2024 204
Autor:
Gomes, Ana C., Monteiro, Rodrigo P., Calhau, Isabel B., Lopes, André D., Gonçalves, Isabel S., Pillinger, Martyn
Publikováno v:
In Journal of Organometallic Chemistry 1 October 2024 1019