Search Results for author: Tatiana A. Engel

Found 4 papers, 1 papers with code

Topology-dependent coalescence controls scaling exponents in finite networks

no code implementations11 Nov 2022 Roxana Zeraati, Victor Buendía, Tatiana A. Engel, Anna Levina

Here we show that distinct empirical exponents arise in networks with different topology and depend on the network size.

Spatial and temporal correlations in neural networks with structured connectivity

no code implementations16 Jul 2022 Yan-Liang Shi, Roxana Zeraati, Anna Levina, Tatiana A. Engel

We show that the network dynamics and connectivity jointly define the spatiotemporal profile of neural correlations.

Neural Circuit Architectural Priors for Embodied Control

no code implementations13 Jan 2022 Nikhil X. Bhattasali, Anthony M. Zador, Tatiana A. Engel

In this work, we ask what advantages biologically inspired ANN architecture can provide in the domain of motor control.

Learning non-stationary Langevin dynamics from stochastic observations of latent trajectories

2 code implementations29 Dec 2020 Mikhail Genkin, Owen Hughes, Tatiana A. Engel

Here we present a non-parametric framework for inferring the Langevin equation, which explicitly models the stochastic observation process and non-stationary latent dynamics.

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