activity
20082025
most citedLGN-CNN: a biologically inspired CNN architecture

38 citations · 229 across the 52 of their papers we have counts for

collaborators
Showing 2013Show all

6 papers · 1 filter

q-bio.NC2013

A Gauge Field Model of Modal Completion

Giovanna Citti, Alessandro Sarti

Perceptual completion of figures is a basic process revealing the deep architecture of low level vision. In this paper a complete gauge field Lagrangian is proposed allowing to cou…

math.AP2013

Harnack estimates for degenerate parabolic equations modeled on the subelliptic p-Laplacian

Benny Avelin, Luca Capogna, Giovanna Citti +1

We establish a Harnack inequality for a class of quasi-linear PDE modeled on the prototype {equation*} \partial_tu= -\sum_{i=1}^{m}X_i^\ast (|\X u|^{p-2} X_i u){equation*} where $p…

q-bio.CB2013

How Uncertainty bounds the shape index of simple cells

Davide Barbieri, Giovanna Citti, Alessandro Sarti

We propose a theoretical motivation to quantify actual physiological features, such as the shape index distributions measured by Jones and Palmer in cats and by Ringach in macaque…

math.AP2013★ 6 cited

Uniform Gaussian bounds for subelliptic heat kernels and an application to the total variation flow of graphs over Carnot groups

Luca Capogna, Giovanna Citti, Maria Manfredini

In this paper we study heat kernels associated to a Carnot group , endowed with a family of collapsing left-invariant Riemannian metrics $σ_\e$ which converge in the Gromov-Haus…

math.RT2013

Reproducing kernel Hilbert spaces of CR functions for the Euclidean Motion group

Davide Barbieri, Giovanna Citti

We study the geometric structure of the reproducing kernel Hilbert space associated to the continuous wavelet transform generated by the irreducible representations of the Euclidea…

math.AP2013★ 3 cited

A cortical-inspired geometry for contour perception and motion integration

Davide Barbieri, Giovanna Citti, Giacomo Cocci +1

In this paper we develop a geometrical model of functional architecture for the processing of spatio-temporal visual stimuli. The model arises from the properties of the receptive…