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Nature Machine Intelligence|October 27, 2025
Single-unit activations confer inductive biases for emergent circuit solutions to cognitive tasksPavel Tolmachev, Tatiana A EngelNeuron|May 7, 2026
Finding clues to circuit structure in population dynamics and single-neuron selectivityTatiana A EngelNature Neuroscience|February 10, 2025
Latent circuit inference from heterogeneous neural responses during cognitive tasksChristopher Langdon, Tatiana A EngelNature Machine Intelligence|December 1, 2022
Moving beyond generalization to accurate interpretation of flexible modelsMikhail Genkin, Tatiana A EngelCurrent Opinion in Neurobiology|October 5, 2019
New perspectives on dimensionality and variability from large-scale cortical dynamicsTatiana A Engel, Nicholas A SteinmetzThe Journal of Neuroscience : the Official Journal of the Society for Neuroscience|May 13, 2011
Same or different? A neural circuit mechanism of similarity-based pattern match decision makingTatiana A Engel, Xiao-Jing WangNature Reviews. Neuroscience|April 13, 2023
A unifying perspective on neural manifolds and circuits for cognitionChristopher Langdon, Mikhail Genkin, Tatiana A EngelNature Computational Science|January 16, 2023
A flexible Bayesian framework for unbiased estimation of timescalesRoxana Zeraati, Tatiana A Engel, Anna LevinaNature Communications|September 30, 2025
A doubly stochastic renewal framework for partitioning spiking variabilityCina Aghamohammadi, Chandramouli Chandrasekaran, Tatiana A EngelNature Communications|October 14, 2021
Learning non-stationary Langevin dynamics from stochastic observations of latent trajectoriesMikhail Genkin, Owen Hughes, Tatiana A EngelPageof 3