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How does a neural network work? How does it respond to failure? How can you predict exactly when it will stop working and what will happen
Penetration refers to the process in which a network system fails at a specific point and ultimately affects the entire network structure
"Our research started a few years ago when I was working on the UB neuroscience team led by Jordi Soriano," explains Arenas
Now, the URV research team has managed to find the answer to the phase transition of osmotic degradation: that is, understanding how much damage a system can suffer before it completely degrades and loses function
These results are important because the scientific community now has a suite of mathematical tools "that are very useful not only for neuroscience, but for any type of network," he said
"Understanding these processes could provide solutions in many areas," said Arenas, citing diseases such as Alzheimer's, where many patients can remember things from their childhood but not their lives some recent aspects
The results of this research can also be applied to other fields, such as road networks
article title
Percolation in networks with local homeostatic plasticity
