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Physical Intelligence Members Publications

Multiscale Modelling of Ultrasound Neuromodulation in the Human Brain – From Neuron to Brain

Immunofluorescence image of the primary hippocampal neurons after ultrasound application

Members

CELLnROLL
  • Research Scientist
CELLnROLL
  • Research Scientist
Physical Intelligence
Ph.D Student
Physical Intelligence
Guest Researcher

Publications

Physical Intelligence Article A simple quantitative model of neuromodulation, Part I: Ion flow through neural ion channels Werneck, L., Han, M., Yildiz, E., Keip, M., Sitti, M., Ortiz, M. Journal of the Mechanics and Physics of Solids, 182:105457, 2024 (Published)
We develop a simple model of ionic current through neuronal membranes as a function of membrane potential and extracellular ion concentration. The model combines a simplified Poisson–Nernst–Planck (PNP) model of ion transport through individual ion channels with channel activation functions calibrated from ad hoc in-house experimental data. The simplified PNP model is validated against bacterial gramicidin A ion channel data. The calibrated model accounts for the transport of calcium, sodium, potassium, and chloride and exhibits remarkable agreement with the experimentally measured current–voltage curves for the differentiated human neural cells.
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