56 citations · 110 across the 25 of their papers we have counts for
3 papers · 1 filter
Generalisation of neuronal excitability allows for the identification of an excitability change parameter that links to an experimentally measurable value
Jantine A. C. Broek, Guillaume Drion
Neuronal excitability is the phenomena that describes action potential generation due to a stimulus input. Commonly, neuronal excitability is divided into two classes: Type I and T…
A bio-inspired bistable recurrent cell allows for long-lasting memory
Nicolas Vecoven, Damien Ernst, Guillaume Drion
Recurrent neural networks (RNNs) provide state-of-the-art performances in a wide variety of tasks that require memory. These performances can often be achieved thanks to gated recu…
From biophysical to integrate-and-fire modelling
Tomas Van Pottelbergh, Guillaume Drion, Rodolphe Sepulchre
This paper proposes a methodology to extract a low-dimensional integrate-and-fire model from an arbitrarily detailed single-compartment biophysical model. The method aims at relati…