Maximally Informative Dimensions: Analyzing Neural Responses to Natural Signals. - Tatyana O. Sharpee; Nicole C. Rust; William Bialek (NIPS, 2002)

Analyzing Neural Responses to Natural Signals: Maximally Informative Dimensions. - Tatyana O. Sharpee; Nicole C. Rust; William Bialek (Neural Comput., 2004)

Better than least squares: comparison of objective functions for estimating linear-nonlinear models. - Tatyana O. Sharpee (NIPS, 2007)

Contextual modulation of V1 receptive fields depends on their spatial symmetry. - Tatyana O. Sharpee; Jonathan D. Victor (J. Comput. Neurosci., 2009)

Second Order Dimensionality Reduction Using Minimum and Maximum Mutual Information Models. - Jeffrey D. Fitzgerald; Ryan J. Rowekamp; Lawrence C. Sincich; Tatyana O. Sharpee (PLoS Comput. Biol., 2011)

Minimal Models of Multidimensional Computations. - Jeffrey D. Fitzgerald; Lawrence C. Sincich; Tatyana O. Sharpee (PLoS Comput. Biol., 2011)

Characterizing Responses of Translation-Invariant Neurons to Natural Stimuli: Maximally Informative Invariant Dimensions. - Michael Eickenberg; Ryan J. Rowekamp; Minjoon Kouh; Tatyana O. Sharpee (Neural Comput., 2012)

Identifying Functional Bases for Multidimensional Neural Computations. - Joel Kaardal; Jeffrey D. Fitzgerald; Michael J. Berry II; Tatyana O. Sharpee (Neural Comput., 2013)

Double-Gabor Filters Are Independent Components of Small Translation-Invariant Image Patches. - Saeed Saremi; Terrence J. Sejnowski; Tatyana O. Sharpee (Neural Comput., 2013)

Spike Triggered Covariance in Strongly Correlated Gaussian Stimuli. - Johnatan Aljadeff; Ronen Segev; Michael J. Berry II; Tatyana O. Sharpee (PLoS Comput. Biol., 2013)

A Robust Feedforward Model of the Olfactory System. - Yilun Zhang; Tatyana O. Sharpee (PLoS Comput. Biol., 2016)

A Low-Rank Method for Characterizing High-Level Neural Computations. - Joel Kaardal; Frédéric E. Theunissen; Tatyana O. Sharpee (Frontiers Comput. Neurosci., 2017)

Optimal information transmission by overlapping retinal cell mosaics. - Yilun Zhang; David B. Kastner; Stephen A. Baccus; Tatyana O. Sharpee (CISS, 2018)

Quantifying Information Conveyed by Large Neuronal Populations. - John A. Berkowitz; Tatyana O. Sharpee (Neural Comput., 2019)

Editorial: Advances in Computational Neuroscience. - Thomas Nowotny; Sacha J. van Albada; Jean-Marc Fellous; Julie S. Haas; Renaud B. Jolivet; Christoph Metzner; Tatyana O. Sharpee (Frontiers Comput. Neurosci., 2021)

Using Global t-SNE to Preserve Intercluster Data Structure. - Yuansheng Zhou; Tatyana O. Sharpee (Neural Comput., 2022)