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Marta Garcia

Argonne National Laboratory

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Neuroscience· 1

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Approach:statistical model· 1

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Charles J. HeckmaniD· 1 shared Emre BesleriD· 1 shared James A. BeauchampiD· 1 shared Matthieu K. ChardoniD· 1 shared Michael J. D’MelloiD· 1 shared Randall K. PowersiD· 1 shared Yearnchee Curtis WangiD· 1 shared

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Charles J. HeckmanORCID

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NeuroscienceeLifePeer-reviewedOct 16, 2024

Supercomputer framework for reverse engineering firing patterns of neuron populations to identify their synaptic inputs

Matthieu K. Chardon, Yearnchee Curtis Wang, Marta Garcia…·Charles J. Heckman

This study develops reverse engineering techniques to identify synaptic inputs from neuron firing patterns using supercomputers, showing they can accurately reconstruct input combinations with 75-90% variance accounted for.

12 citations

statistical model

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