The amount of data generated by the current interconnected world is immeasurable, and a
large part of such data is publicly available, which means that it is accessible by any user, at …

Although network management has always played a key role for industry, it only recently
received a similar level of attention from many research communities, accelerated by funding …

In recent years, Federated Learning (FL) has gained relevance in training collaborative
models without sharing sensitive data. Since its birth, Centralized FL (CFL) has been the most …

… Competing interests: Co-authors Artal, Benito, Perez and Pujol hold a patent application
on the reported approach (United States Patent Application 20100195876; Artal Pablo et al. …

The contribution of the medial septum to different aspects of spatial information processing
was assessed by examining the effects of reversible septal inactivation on radial maze …

Computers have become an integrated part of the modern world and are being extensively
used for storing and retrieving information. Business organizations are becoming more …

Preliminary data establishes pimonidazole as a useful probe for human tumor hypoxia.
Although different in chemical structure and properties, pimonidazole is indistinguishable from …

In 2016, Google proposed Federated Learning (FL) as a novel paradigm to train Machine
Learning (ML) models across the participants of a federation while preserving data privacy. …

Mutations in the presenilin 1 (PS1) gene are the most commonly recognized cause of familial
Alzheimer's disease (FAD). Besides senile plaques, neurofibrillary tangles, and neuronal …

Traumatic brain injury (TBI) is a risk factor for the later development of neurodegenerative
diseases that may have various underlying pathologies. Chronic traumatic encephalopathy (…