136 citations · 137 across the 3 of their papers we have counts for
3 papers
q-bio.NC2022
Integrating Statistical and Machine Learning Approaches to Identify Receptive Field Structure in Neural Populations
Mehrad Sarmashghi, Shantanu P. Jadhav, Uri T. Eden
Neurons can code for multiple variables simultaneously and neuroscientists are often interested in classifying neurons based on their receptive field properties. Statistical models…
stat.AP2021★ 1 cited
The problem of perfect predictors in statistical spike train models
Sahand Farhoodi, Uri Eden
Generalized Linear Models (GLMs) have been used extensively in statistical models of spike train data. However, the maximum likelihood estimates of the model parameters and their u…
q-bio.QM2009★ 136 cited
Network inference - with confidence - from multivariate time series
Mark A. Kramer, Uri T. Eden, Sydney S. Cash +1
Networks - collections of interacting elements or nodes - abound in the natural and manmade worlds. For many networks, complex spatiotemporal dynamics stem from patterns of physica…