Leo Kozachkov

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 12

Top Topics

Euclidean Metric

Supervised Learning

Computational Model

Recurrent Neural Networks

Top Venues

PLoS Comput. Biol.

J. Cogn. Neurosci.

Publications

John Tauber, Scott L. Brincat, Emily P. Stephen, Jacob A. Donoghue, Leo Kozachkov, Emery N. Brown, Earl K. Miller
Propofol-mediated Unconsciousness Disrupts Progression of Sensory Signals through the Cortical Hierarchy. J. Cogn. Neurosci. 36 (2) (2024)
Leo Kozachkov, Patrick M. Wensing, Jean-Jacques E. Slotine
Generalization as Dynamical Robustness-The Role of Riemannian Contraction in Supervised Learning. Trans. Mach. Learn. Res. 2023 (2023)
Mitchell Ostrow, Adam Eisen, Leo Kozachkov, Ila Fiete
Beyond Geometry: Comparing the Temporal Structure of Computation in Neural Circuits with Dynamical Similarity Analysis. NeurIPS (2023)
Mitchell Ostrow, Adam Eisen, Leo Kozachkov, Ila Fiete
Beyond Geometry: Comparing the Temporal Structure of Computation in Neural Circuits with Dynamical Similarity Analysis. CoRR (2023)
Michaela Ennis, Leo Kozachkov, Jean-Jacques E. Slotine
Contraction Properties of the Global Workspace Primitive. CoRR (2023)
Leo Kozachkov, John Tauber, Mikael Lundqvist, Scott L. Brincat, Jean-Jacques E. Slotine, Earl K. Miller
Robust and brain-like working memory through short-term synaptic plasticity. PLoS Comput. Biol. 18 (12) (2022)
Leo Kozachkov, Patrick M. Wensing, Jean-Jacques E. Slotine
Generalization in Supervised Learning Through Riemannian Contraction. CoRR (2022)
Leo Kozachkov, Michaela Ennis, Jean-Jacques E. Slotine
RNNs of RNNs: Recursive Construction of Stable Assemblies of Recurrent Neural Networks. NeurIPS (2022)
Michaela Ennis, Leo Kozachkov, Jean-Jacques E. Slotine
Recursive Construction of Stable Assemblies of Recurrent Neural Networks. CoRR (2021)
Leo Kozachkov, Mikael Lundqvist, Jean-Jacques E. Slotine, Earl K. Miller
Achieving stable dynamics in neural circuits. PLoS Comput. Biol. 16 (8) (2020)
Leo Kozachkov, Konstantinos P. Michmizos
Sequence Learning in Associative Neuronal-Astrocytic Networks. BI (2020)
Leo Kozachkov, Konstantinos P. Michmizos
The Causal Role of Astrocytes in Slow-Wave Rhythmogenesis: A Computational Modelling Study. CoRR (2017)