Zobrazeno 1 - 10
of 918
pro vyhledávání: '"Braga-Neto P"'
We introduce DeepSets Operator Networks (DeepOSets), an efficient, non-autoregressive neural network architecture for in-context operator learning. In-context learning allows a trained machine learning model to learn from a user prompt without furthe
Externí odkaz:
http://arxiv.org/abs/2410.09298
Autor:
Braga ILS, Castelo-Filho J, Pinheiro RSB, de Azevedo RB, Ponte AT, da Silveira RA, Braga-Neto P, Campos AR
Publikováno v:
Neuropsychiatric Disease and Treatment, Vol Volume 15, Pp 2395-2401 (2019)
Ianna Lacerda Sampaio Braga,1–3 João Castelo-Filho,2 Rafael de Sousa Bezerra Pinheiro,3 Rodrigo Barbosa de Azevedo,3 Antônio Talys Ponte,4 Romulo Augusto da Silveira,4 Pedro Braga-Neto,5,6 Adriana Rolim Campos1,21Northeast Biotechnology Network,
Externí odkaz:
https://doaj.org/article/2e093e91d8c54b7187307b355fef0c64
We present a structure preserving PINN for solving a series of time dependent PDEs with periodic boundary. Our method can incorporate the periodic boundary condition as the natural output of any deep neural net, hence significantly improving the trai
Externí odkaz:
http://arxiv.org/abs/2404.16189
Physics-Informed Neural Networks (PINNs) integrate physical principles into machine learning, finding wide applications in various science and engineering fields. However, solving nonlinear hyperbolic partial differential equations (PDEs) with PINNs
Externí odkaz:
http://arxiv.org/abs/2404.12502
This paper proposes a semi-supervised methodology for training physics-informed machine learning methods. This includes self-training of physics-informed neural networks and physics-informed Gaussian processes in isolation, and the integration of the
Externí odkaz:
http://arxiv.org/abs/2404.05817
Autor:
David Augusto Batista Sá Araújo¹, Rodrigo Mariano Ribeiro, Pedro Lucas Grangeiro Sá Barreto Lima, Dánton Campos de Queiroz, Milena Sales Pitombeira, Bernardo Martins, Pablo Picasso Araújo Coimbra, Cleto Dantas Nogueira, Pedro Braga-Neto, Guilherme Diogo Silva, Paulo Ribeiro Nóbrega
Publikováno v:
BMC Neurology, Vol 24, Iss 1, Pp 1-7 (2024)
Abstract Background To report a case of IgG4-related pachymeningitis presenting with cystic lesions mimicking neurocysticercosis. Case presentation A 40-year-old female patient with tetraparesis, dysphagia and dysphonia was evaluated with clinical ex
Externí odkaz:
https://doaj.org/article/660b8ab7acb646f3a7078347e74ad8e1
Autor:
Danilo Nunes Oliveira, José Wagner Leonel Tavares-Júnior, Werbety Lucas Queiroz Feitosa, Letícia Chaves Vieira Cunha, Carmem Meyve Pereira Gomes, Caroline Aquino Moreira-Nunes, Jean Breno Silveira da Silva, Artur Victor Menezes Sousa, Safira de Brito Gaspar, Emmanuelle Silva Tavares Sobreira, Laís Lacerda Brasil de Oliveira, Raquel Carvalho Montenegro, Maria Elisabete Amaral de Moraes, Manoel Alves Sobreira-Neto, Pedro Braga-Neto
Publikováno v:
Arquivos de Neuro-Psiquiatria, Vol 82, Iss 09, Pp 001-007 (2024)
Background Olfactory dysfunction (OD) represents a frequent manifestation of the coronavirus disease 2019 (COVID-19). Apolipoprotein E (APOE) is a protein that interacts with the angiotensin-converting enzyme receptor, essential for viral entry into
Externí odkaz:
https://doaj.org/article/f1e7cb31da1a4e4b9c64d323df08be25
Autor:
Breno Kazuo Massuyama, Maria Thereza Drumond Gama, Thiago Yoshinaga Tonholo Silva, Pedro Braga-Neto, José Luiz Pedroso, Orlando Graziani Povoas Barsottini
Publikováno v:
Arquivos de Neuro-Psiquiatria, Vol 82, Iss 08, Pp 1-8 (2024)
Background Cerebellar ataxias comprise sporadic and genetic etiologies. Ataxia may also be a presenting feature in hereditary spastic paraplegias (HSPs).
Externí odkaz:
https://doaj.org/article/5c0f1bcc811d4c6d840ddb9659913803
Autor:
Pedro Lucas G S B Lima, Paulo R Nobrega, Fernando Freua, Pedro Braga-Neto, Anderson R B Paiva, Thiago Gonçalves Guimarães, Fernando Kok
Publikováno v:
BMC Neurology, Vol 24, Iss 1, Pp 1-4 (2024)
Abstract Background Progressive Myoclonic Epilepsy (PME) is a group of rare diseases that are difficult to differentiate from one another based on phenotypical characteristics. Case report We report a case of PME type 7 due to a pathogenic variant in
Externí odkaz:
https://doaj.org/article/6c169e2f170342bb84a318229fa91777
Autor:
Carla Marineli Saraiva do Amaral, Samuel Brito de Almeida, Renata Parente de Almeida, Simony Lira do Nascimento, Rodrigo Mariano Ribeiro, Pedro Braga-Neto
Publikováno v:
BMC Neurology, Vol 24, Iss 1, Pp 1-11 (2024)
Abstract Introduction Postural balance impairment can affect the quality of life of patients with Parkinson’s disease. Previous studies have described connections of the vestibular system with postural functions, suggesting a potential participatio
Externí odkaz:
https://doaj.org/article/6ce10953bcc8444485444e238289b508