no code implementations • 11 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.
no code implementations • 16 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.
no code implementations • 13 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.
2 code implementations • 29 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.