4 papers
Hepatitis C Virus Genotyping with a Transformer Neural Network
Ariella Aro, Taimá Furuyama, Marcelo R. S. Briones +3
This study aims to explore the applicability of Transformer-based models for genetic sequence classification by evaluating their performance in predicting hepatitis C virus (HCV) g…
Automated Classification of Homeostasis Structure in Input-Output Networks
Xinni Lin, Fernando Antoneli, Yangyang Wang
Homeostasis is widely observed in biological systems and refers to their ability to maintain an output quantity approximately constant despite variations in external disturbances.…
Homeostasis Patterns
William Duncan, Fernando Antoneli, Janet Best +5
Homeostasis is a regulatory mechanism that keeps a specific variable close to a set value as other variables fluctuate. The notion of homeostasis can be rigorously formulated when…
Homeostasis in Input-Output Networks: Structure, Classification and Applications
Fernando Antoneli, Martin Golubitsky, Jiaxin Jin +1
Homeostasis is concerned with regulatory mechanisms, present in biological systems, where some specific variable is kept close to a set value as some external disturbance affects t…