2 papers
q-bio.NC2025
Shaping manifolds in equivariant recurrent neural networks
Arianna Di Bernardo, Adrian Valente, Francesca Mastrogiuseppe +1
Recordings of increasingly large neural populations have revealed that the firing of individual neurons is highly coordinated. When viewed in the space of all possible patterns, th…
q-bio.NC2021
Probing the relationship between linear dynamical systems and low-rank recurrent neural network models
Adrian Valente, Srdjan Ostojic, Jonathan Pillow
A large body of work has suggested that neural populations exhibit low-dimensional dynamics during behavior. However, there are a variety of different approaches for modeling low-d…