Leo Kozachkov

According to our database, Leo Kozachkov authored at least 12 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Propofol-mediated Unconsciousness Disrupts Progression of Sensory Signals through the Cortical Hierarchy.

John Tauber, Scott L. Brincat, Emily P. Stephen, Jacob A. Donoghue, Leo Kozachkov, Emery N. Brown, Earl K. Miller

J. Cogn. Neurosci., February, 2024

Is All Learning (Natural) Gradient Descent?

Lucas Shoji, Kenta Suzuki, Leo Kozachkov

CoRR, 2024

2023

Generalization as Dynamical Robustness-The Role of Riemannian Contraction in Supervised Learning.

Leo Kozachkov, Patrick M. Wensing, Jean-Jacques E. Slotine

Trans. Mach. Learn. Res., 2023

Contraction Properties of the Global Workspace Primitive.

Michaela Ennis, Leo Kozachkov, Jean-Jacques E. Slotine

CoRR, 2023

Beyond Geometry: Comparing the Temporal Structure of Computation in Neural Circuits with Dynamical Similarity Analysis.

Mitchell Ostrow, Adam Eisen, Leo Kozachkov, Ila Fiete

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Robust and brain-like working memory through short-term synaptic plasticity.

Leo Kozachkov, John Tauber, Mikael Lundqvist, Scott L. Brincat, Jean-Jacques E. Slotine, Earl K. Miller

PLoS Comput. Biol., December, 2022

Generalization in Supervised Learning Through Riemannian Contraction.

Leo Kozachkov, Patrick M. Wensing, Jean-Jacques E. Slotine

CoRR, 2022

RNNs of RNNs: Recursive Construction of Stable Assemblies of Recurrent Neural Networks.

Leo Kozachkov, Michaela Ennis, Jean-Jacques E. Slotine

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Recursive Construction of Stable Assemblies of Recurrent Neural Networks.

Michaela Ennis, Leo Kozachkov, Jean-Jacques E. Slotine

CoRR, 2021

2020

Achieving stable dynamics in neural circuits.

Leo Kozachkov, Mikael Lundqvist, Jean-Jacques E. Slotine, Earl K. Miller

PLoS Comput. Biol., 2020

Sequence Learning in Associative Neuronal-Astrocytic Networks.

Leo Kozachkov, Konstantinos P. Michmizos

Proceedings of the Brain Informatics - 13th International Conference, 2020

2017

The Causal Role of Astrocytes in Slow-Wave Rhythmogenesis: A Computational Modelling Study.

Leo Kozachkov, Konstantinos P. Michmizos

CoRR, 2017