Stefano Recanatesi

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 10

Top Topics

Variational Bayes

Information Flow

Latent Variables

Top Venues

Nat. Mach. Intell.

Nat. Mac. Intell.

Publications

Shirui Chen, Stefano Recanatesi, Eric Shea-Brown
A simple connection from loss flatness to compressed representations in neural networks. CoRR (2023)
Matthew Farrell, Stefano Recanatesi, Timothy Moore, Guillaume Lajoie, Eric Shea-Brown
Author Correction: Gradient-based learning drives robust representations in recurrent neural networks by balancing compression and expansion. Nat. Mac. Intell. 4 (11) (2022)
Stefano Recanatesi, Serena Bradde, Vijay Balasubramanian, Nicholas A. Steinmetz, Eric Shea-Brown
A scale-dependent measure of system dimensionality. Patterns 3 (8) (2022)
Stefano Recanatesi
Untangling network information flow. Nat. Comput. Sci. 2 (8) (2022)
Matthew Farrell, Stefano Recanatesi, Timothy Moore, Guillaume Lajoie, Eric Shea-Brown
Gradient-based learning drives robust representations in recurrent neural networks by balancing compression and expansion. Nat. Mach. Intell. 4 (6) (2022)
Doris Voina, Stefano Recanatesi, Brian Hu, Eric Shea-Brown, Stefan Mihalas
Single Circuit in V1 Capable of Switching Contexts During Movement Using an Inhibitory Population as a Switch. Neural Comput. 34 (3) (2022)
Matthew Farrell, Stefano Recanatesi, R. Clay Reid, Stefan Mihalas, Eric Shea-Brown
Autoencoder networks extract latent variables and encode these variables in their connectomes. Neural Networks 141 (2021)
Stefano Recanatesi, Gabriel Koch Ocker, Michael A. Buice, Eric Shea-Brown
Dimensionality in recurrent spiking networks: Global trends in activity and local origins in connectivity. PLoS Comput. Biol. 15 (7) (2019)
Stefano Recanatesi, Matthew Farrell, Madhu Advani, Timothy Moore, Guillaume Lajoie, Eric Shea-Brown
Dimensionality compression and expansion in Deep Neural Networks. CoRR (2019)
Stefano Recanatesi, Mikhail Katkov, Misha Tsodyks
Memory States and Transitions between Them in Attractor Neural Networks. Neural Comput. 29 (10) (2017)
Stefano Recanatesi, Mikhail Katkov, Sandro Romani, Misha Tsodyks
Neural Network Model of Memory Retrieval. Frontiers Comput. Neurosci. 9 (2015)