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ORCIDLeo Kozachkov
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2020 – today
- 2024
[j4]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): 394-413 (2024)- [i6]Lucas Shoji, Kenta Suzuki, Leo Kozachkov:
Is All Learning (Natural) Gradient Descent? CoRR abs/2409.16422 (2024) - 2023
- [j3]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) - [c3]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 - [i5]Mitchell Ostrow, Adam Eisen, Leo Kozachkov, Ila Fiete:
Beyond Geometry: Comparing the Temporal Structure of Computation in Neural Circuits with Dynamical Similarity Analysis. CoRR abs/2306.10168 (2023) - [i4]Michaela Ennis, Leo Kozachkov, Jean-Jacques E. Slotine:
Contraction Properties of the Global Workspace Primitive. CoRR abs/2310.01571 (2023) - 2022
- [j2]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): 1010776 (2022) - [c2]Leo Kozachkov, Michaela Ennis, Jean-Jacques E. Slotine:
RNNs of RNNs: Recursive Construction of Stable Assemblies of Recurrent Neural Networks. NeurIPS 2022 - [i3]Leo Kozachkov, Patrick M. Wensing, Jean-Jacques E. Slotine:
Generalization in Supervised Learning Through Riemannian Contraction. CoRR abs/2201.06656 (2022) - 2021
- [i2]Michaela Ennis, Leo Kozachkov, Jean-Jacques E. Slotine:
Recursive Construction of Stable Assemblies of Recurrent Neural Networks. CoRR abs/2106.08928 (2021) - 2020
- [j1]Leo Kozachkov, Mikael Lundqvist, Jean-Jacques E. Slotine, Earl K. Miller:
Achieving stable dynamics in neural circuits. PLoS Comput. Biol. 16(8) (2020) - [c1]Leo Kozachkov, Konstantinos P. Michmizos:
Sequence Learning in Associative Neuronal-Astrocytic Networks. BI 2020: 349-360
2010 – 2019
- 2017
- [i1]Leo Kozachkov, Konstantinos P. Michmizos:
The Causal Role of Astrocytes in Slow-Wave Rhythmogenesis: A Computational Modelling Study. CoRR abs/1702.03993 (2017)
Coauthor Index
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