1.6k citations · 4.7k across the 27 of their papers we have counts for
4 papers · 1 filter
Topological limits to parallel processing capability of network architectures
Giovanni Petri, Sebastian Musslick, Biswadip Dey +5
The ability to learn new tasks and generalize performance to others is one of the most remarkable characteristics of the human brain and of recent AI systems. The ability to perfor…
A Formal Approach to Modeling the Cost of Cognitive Control
Kayhan Ozcimder, Biswadip Dey, Sebastian Musslick +4
This paper introduces a formal method to model the level of demand on control when executing cognitive processes. The cost of cognitive control is parsed into an intensity cost whi…
Construction of and efficient sampling from the simplicial configuration model
Jean-Gabriel Young, Giovanni Petri, Francesco Vaccarino +1
Simplicial complexes are now a popular alternative to networks when it comes to describing the structure of complex systems, primarily because they encode multi-node interactions e…
On the predictability of infectious disease outbreaks
Samuel V. Scarpino, Giovanni Petri
Infectious disease outbreaks recapitulate biology: they emerge from the multi-level interaction of hosts, pathogens, and their shared environment. As a result, predicting when, whe…