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05/09/2022
Inference of multivariate exponential Hawkes processes with inhibition and application to neuronal activity
The Hawkes process is a multivariate past-dependent point process used t...
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08/02/2021
Neuronal Network Inference and Membrane Potential Model using Multivariate Hawkes Processes
In this work, we propose to catch the complexity of the membrane potenti...
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03/09/2021
Maximum Likelihood Estimation for Hawkes Processes with self-excitation or inhibition
In this paper, we present a maximum likelihood method for estimating the...
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10/09/2020