2 citations · 3 across the 4 of their papers we have counts for
4 papers
Comparing dendritic trees with actual trees
Roozbeh Farhoodi, Phil Wilkes, Anirudh M. Natarajan +4
Since they became observable, neuron morphologies have been informally compared with biological trees but they are studied by distinct communities, neuroscientists, and ecologists.…
PDE constraints on smooth hierarchical functions computed by neural networks
Khashayar Filom, Konrad Paul Kording, Roozbeh Farhoodi
Neural networks are versatile tools for computation, having the ability to approximate a broad range of functions. An important problem in the theory of deep neural networks is exp…
On functions computed on trees
Roozbeh Farhoodi, Khashayar Filom, Ilenna Simone Jones +1
Any function can be constructed using a hierarchy of simpler functions through compositions. Such a hierarchy can be characterized by a binary rooted tree. Each node of this tree i…
The Roles of Supervised Machine Learning in Systems Neuroscience
Joshua I. Glaser, Ari S. Benjamin, Roozbeh Farhoodi +1
Over the last several years, the use of machine learning (ML) in neuroscience has been rapidly increasing. Here, we review ML's contributions, both realized and potential, across s…