26 citations · 30 across the 5 of their papers we have counts for
7 papers
Computational models in Electroencephalography
Katharina Glomb, Joana Cabral, Anna Cattani +3
Computational models lie at the intersection of basic neuroscience and healthcare applications because they allow researchers to test hypotheses \textit{in silico} and predict the…
Pattern Storage, Bifurcations and Higher-Order Correlation Structure of an Exactly Solvable Asymmetric Neural Network Model
Diego Fasoli, Anna Cattani, Stefano Panzeri
Exactly solvable neural network models with asymmetric weights are rare, and exact solutions are available only in some mean-field approaches. In this article we find exact analyti…
From Local Chaos to Critical Slowing Down: A Theory of the Functional Connectivity of Small Neural Circuits
Diego Fasoli, Anna Cattani, Stefano Panzeri
Functional connectivity is a fundamental property of neural networks that quantifies the segregation and integration of information between cortical areas. Due to mathematical comp…
The complexity of dynamics in small neural circuits
Diego Fasoli, Anna Cattani, Stefano Panzeri
Mean-field theory is a powerful tool for studying large neural networks. However, when the system is composed of a few neurons, macroscopic differences between the mean-field appro…
A hybrid model for large neural network description
Anna Cattani, Sergio Solinas, Claudio Canuto
The aim of the present paper is to efficiently describe the membrane potential dynamics of neural populations formed by species having a high density difference in specific brain a…
Phase-of-firing code
Anna Cattani, Gaute T. Einevoll, Stefano Panzeri
Definition. The phase-of-firing code is a neural coding scheme whereby neurons encode information using the time at which they fire spikes within a cycle of the ongoing oscillatory…