Publications

Computational Neuroscience

Clinical Neuroscience
Computational Neuroscience
Analytics Method Development
The Role of Structural Connectivity on Brain Function Through a Markov Model of Signal Transmission
PLoS ONE
•
2025
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Basic Neuroscience
Clinical Neuroscience
Computational Neuroscience
Analytics Method Development
Instrumentation Development
Integration of Metabolic Flux Equations for Neurotransmitter Cycling Predicts Glutamate and GABA Dynamics in Response to Ketone Body Administration
bioRxiv (preprint)
•
preprint
Basic Neuroscience
Computational Neuroscience
Analytics Method Development
Scientific Machine Learning of Chaotic Systems Discovers Governing Equations for Neural Populations
arXiv (preprint)
•
2025
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Basic Neuroscience
Clinical Neuroscience
Computational Neuroscience
Analytics Method Development
Instrumentation Development
Opportunities and Challenges in Precision Neurotherapeutics
Annual Review of Biomedical Engineering
•
2026
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Basic Neuroscience
Clinical Neuroscience
Computational Neuroscience
Analytics Method Development
Biomimetic Model of Corticostriatal Micro-Assemblies Discovers a Neural Code
Nature Communications
•
2025
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Computational Neuroscience
Analytics Method Development
Achieving Occam's Razor: Deep Learning for Optimal Model Reduction
PLoS Computational Biology
•
2024
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Basic Neuroscience
Clinical Neuroscience
Computational Neuroscience
Analytics Method Development
Ketosis Regulates K+ Ion Channels, Strengthening Brain-Wide Signaling Disrupted by Age
Imaging Neuroscience
•
2024
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Computational Neuroscience
Basic Neuroscience
Analytics Method Development
Early Path Dominance as a Principle for Neurodevelopment
Proceedings of the National Academy of Sciences of the USA
•
2023
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Basic Neuroscience
Computational Neuroscience
Ion Gradient-Driven Bifurcations of a Multi-Scale Neuronal Model
Chaos, Solitons & Fractals
•
2023
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Basic Neuroscience
Computational Neuroscience
Unique Scales Preserve Self-Similar Integrate-and-Fire Functionality of Neuronal Clusters
Scientific Reports
•
2021
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Computational Neuroscience
Analytics Method Development
Making Sense of Computational Psychiatry
International Journal of Neuropsychopharmacology
•
2020
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Clinical Neuroscience
Computational Neuroscience
From Anxious to Reckless: A Control Systems Approach Unifies Prefrontal-Limbic Regulation Across the Spectrum of Threat Detection
Frontiers in Neuroscience
•
2017
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State University of New York at Stony Brook
Laufer Center for Physical and Quantitative Biology

Stony Brook, NY 11794-5252
Mass General Hospital–MIT–Harvard Medical School
Athinoula A. Martinos Center for Biomedical Imaging
Boston, MA 02129
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