Leo Kozachkov

John Brown University — United States

Neuroscience · Life Sciences

8h-index234citations36works4.42yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Neural dynamics and brain function(23), Neuroscience and Neuropharmacology Research(11), Advanced Memory and Neural Computing(11), Neural Networks and Applications(4), EEG and Brain-Computer Interfaces(4)

Publications36 total

Effective Learning Rules as Natural Gradient Descent
Neural Computation·2025
InputDSA : Demixing then comparing recurrent and externally driven dynamics.
PubMed·2025
Generalized Orders of Magnitude for Scalable, Parallel, High-Dynamic-Range Computation
arXiv (Cornell University)·2025Open Access
Characterizing control between interacting subsystems with deep Jacobian estimation.
PubMed·2025
Intrinsic Goals for Autonomous Agents: Model-Based Exploration in Virtual Zebrafish Predicts Ethological Behavior and Whole-Brain Dynamics
ArXiv.org·2025Open Access
Neuron–astrocyte associative memory
Proceedings of the National Academy of Sciences·2025· 13 citedOpen Access
Is All Learning (Natural) Gradient Descent?
arXiv (Cornell University)·2024Open Access
Propofol anesthesia destabilizes neural dynamics across cortex
Neuron·2024· 22 citedOpen Access
Propofol anesthesia destabilizes neural dynamics across cortex
2023· 3 citedOpen Access
Neuron-Astrocyte Associative Memory
arXiv (Cornell University)·2023Open Access
Propofol-mediated Unconsciousness Disrupts Progression of Sensory Signals through the Cortical Hierarchy
Journal of Cognitive Neuroscience·2023· 15 citedOpen Access
Contraction Properties of the Global Workspace Primitive
arXiv (Cornell University)·2023Open Access
Building transformers from neurons and astrocytes
Proceedings of the National Academy of Sciences·2023· 42 citedOpen Access
Propofol Mediated Unconsciousness Disrupts Progression of Sensory Signals through the Cortical Hierarchy
2023· 2 citedOpen Access
Beyond Geometry: Comparing the Temporal Structure of Computation in Neural Circuits with Dynamical Similarity Analysis
arXiv (Cornell University)·2023· 8 citedOpen Access
Beyond Geometry: Comparing the Temporal Structure of Computation in Neural Circuits with Dynamic Mode Representational Similarity Analysis
2023· 11 citedOpen Access
Robust and brain-like working memory through short-term synaptic plasticity
PLoS Computational Biology·2022· 47 citedOpen Access
Matrix Measure Flows: A Novel Approach to Stable Plasticity in Neural Networks
arXiv (Cornell University)·2022Open Access
Building Transformers from Neurons and Astrocytes
2022· 5 citedOpen Access
Generalization in Supervised Learning Through Riemannian Contraction
arXiv (Cornell University)·2022· 3 citedOpen Access
page 1 of 2Next →

Frequent Co-authors

Jean-Jacques Slotine(13), Earl K. Miller(10), Mikael Lundqvist(6), Scott L. Brincat(6), Ila Fiete(6), John Tauber(5), Adam Eisen(5), Dmitry Krotov(4), Emery N. Brown(4), Mitchell Ostrow(4), Konstantinos P. Michmizos(4), Jacob Donoghue(3), Sarthak Chandra(3), Ksenia V. Kastanenka(2), André M. Bastos(2), Meredith Mahnke(2), Emily P. Stephen(2), Michaela Ennis(2), G. M. Dobrov(2), Yu. V. Kapitonova(2)