16 citations · 16 across the 2 of their papers we have counts for
3 papers
A multi-scale information geometry reveals the structure of mutual information in neural populations
Simone Azeglio, Steeve Laquitaine, Ulisse Ferrari +1
Understanding how neural population responses represent sensory information is a central problem in systems neuroscience. One approach is to define a representational geometry on s…
Decomposing stimulus-specific sensory neural information via diffusion models
Steeve Laquitaine, Simone Azeglio, Carlo Paris +2
To understand sensory coding, we must ask not only how much information neurons encode, but also what that information is about. This requires decomposing mutual information into c…
Adaptive rewiring of random neural networks generates convergent-divergent units
Ilias Rentzeperis, Steeve Laquitaine, Cees van Leeuwen
Brain networks are adaptively rewired continually, adjusting their topology to bring about functionality and efficiency in sensory, motor and cognitive tasks. In model neural netwo…