CORDIS Project
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This project aims to create hybrid models that combine detailed neuron compartmental models with simpler black-box models to study amacrine cells in the retina. By utilizing machine learning and advanced imaging techniques, it seeks to uncover the functional roles of these diverse inhibitory interneurons in visual proc…
Ever since the work Hodgkin and Huxley, models of neurons have been essential for our understanding of neural computations.
Such models have been developed at diverse levels of realism, from linear-nonlinear cascade or black-box models to detailed compartmental models.
While these approaches are commonly viewed as incompatible, they have attractive strengths from an epistemic point of view.
In this project, I propose to develop a new generation of hybrid mechanistic models that reconcile these l…
EBERHARD KARLS UNIVERSITAET TUEBINGEN
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