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Article Dans Une Revue Neural Computation Année : 2024

How does the inner retinal network shape the ganglion cells receptive field : a computational study

Résumé

We consider a model of basic inner retinal connectivity where bipolar and amacrine cells interconnect, and both cell types project onto ganglion cells, mod- ulating their response output to the brain visual areas. We derive an analytical formula for the spatio-temporal response of retinal ganglion cells to stimuli taking into account the effects of amacrine cells inhibition. This analysis reveals two im- portant functional parameters of the network: (i) the intensity of the interactions between bipolar and amacrine cells, and, (ii) the characteristic time scale of these responses. Both parameters have a profound combined impact on the spatiotem- poral features of RGC responses to light. The validity of the model is confirmed by faithfully reproducing pharmacogenetic experimental results obtained by stimulat- ing excitatory DREADDs (Designer Receptors Exclusively Activated by Designer Drugs) expressed on ganglion cells and amacrine cells subclasses, thereby modi- fying the inner retinal network activity to visual stimuli in a complex, entangled manner. Our mathematical model allows us to explore and decipher these complex effects in a manner that would not be feasible experimentally and provides novel insights in retinal dynamics.
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Dates et versions

hal-04161982 , version 1 (13-07-2023)
hal-04161982 , version 2 (31-05-2024)

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  • HAL Id : hal-04161982 , version 1

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Kartsaki Evgenia, Hilgen Gerrit, Sernagor Evelyne, Bruno Cessac. How does the inner retinal network shape the ganglion cells receptive field : a computational study. Neural Computation, In press. ⟨hal-04161982v1⟩
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