47 citations · 79 across the 4 of their papers we have counts for
5 papers
The Constructive Cavity Method for the Ising Perceptron
Simone Franchini, Francesco Concetti, Giampiero Bardella
We apply the Constructive Cavity Method (CCM) to the Ising perceptron. The process starts from positive soft channels admitting an auxiliary representation $$ U(x)=\int_{\mathbb{R}…
Lattice Field Theory for a network of real neurons
Simone Franchini, Giampiero Bardella
In a recent paper [Bardella et al., Entropy 26 (6), 495 (2024)] we introduced a simplified Lattice Field Theory (LFT) framework that allows experimental recordings from major Brain…
Lattice physics approaches for neural networks
Giampiero Bardella, Simone Franchini, Pierpaolo Pani +1
Modern neuroscience has evolved into a frontier field that draws on numerous disciplines, resulting in the flourishing of novel conceptual frames primarily inspired by physics and…
Neural activity in quarks language: Lattice Field Theory for a network of real neurons
Giampiero Bardella, Simone Franchini, Liming Pan +5
Brain-computer interfaces surged extraordinary developments in recent years, and a significant discrepancy now exists between the abundance of available data and the limited headwa…
Hierarchical organization of functional connectivity in the mouse brain: a complex network approach
Giampiero Bardella, Angelo Bifone, Andrea Gabrielli +2
This paper represents a contribution to the study of the brain functional connectivity from the perspective of complex networks theory. More specifically, we apply graph theoretica…