Zobrazeno 1 - 10
of 732
pro vyhledávání: '"Mendoza, Eduardo"'
Measuring Efficiency in neural network system development is an open research problem. This paper presents an experimental framework to measure the training efficiency of a neural architecture. To demonstrate our approach, we analyze the training eff
Externí odkaz:
http://arxiv.org/abs/2409.07925
For uncountable downwards closed subtrees $U$ and $W$ of an $\omega_1$-tree $T$, we say that $U$ and $W$ are strongly almost disjoint if their intersection is a finite union of countable chains. The tree $T$ is strongly non-saturated if there exists
Externí odkaz:
http://arxiv.org/abs/2406.10463
The multistationarity or the existence of steady-state multiplicity in the Earth System raises the possibility that the Earth may reach a "tipping point" and rapidly transition to a warmer steady-state from which recovery may be practically impossibl
Externí odkaz:
http://arxiv.org/abs/2405.17058
Understanding the insulin signaling cascade provides insights on the underlying mechanisms of biological phenomena such as insulin resistance, diabetes, Alzheimer's disease, and cancer. For this reason, previous studies utilized chemical reaction net
Externí odkaz:
http://arxiv.org/abs/2405.10486
This work introduces a new method for comparing two reaction networks of the same or closely related systems through their embedded networks in terms of the shared set of species. Hence, we call this method the Common Species Embedded Networks (CSEN)
Externí odkaz:
http://arxiv.org/abs/2404.06515
The Wnt signaling pathway plays a critical role in various biochemical processes, including embryonic development, tissue homeostasis, and cancer progression. In this paper, we conduct a comparative analysis of $\beta$-catenin-dependent Wnt signaling
Externí odkaz:
http://arxiv.org/abs/2310.18931
A dynamical system obtains a wide variety of kinetic realizations, which is advantageous for the analysis of biochemical systems. A reaction network, derived from a dynamical system, may or may not possess some properties needed for a thorough analys
Externí odkaz:
http://arxiv.org/abs/2308.12586
Autor:
Smith, Stephen, Mendoza, Eduardo
Publikováno v:
Cityscape, 2024 Jan 01. 26(1), 431-447.
Externí odkaz:
https://www.jstor.org/stable/48766093
Several studies have developed dynamical models to understand the underlying mechanisms of insulin signaling, a signaling cascade that leads to the translocation of glucose, the human body's main source of energy. Fortunately, reaction network analys
Externí odkaz:
http://arxiv.org/abs/2307.03498