615 citations · 957 across the 23 of their papers we have counts for
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Context-dependent representation in recurrent neural networks
Gilles Wainrib
In order to assess the short-term memory performance of non-linear random neural networks, we introduce a measure to quantify the dependence of a neural representation upon the pas…
Mathematical modeling of lymphocytes selection in the germinal center
Vuk Milisic, Gilles Wainrib
Lymphocyte selection is a fundamental operation of adaptive immunity. In order to produce B-lymphocytes with a desired antigenic profile, a process of mutation-selection occurs in…
Random walks on binary strings applied to the somatic hypermutation of B-cells
Irene Balelli, Vuk Milisic, Gilles Wainrib
Within the germinal center in follicles, B-cells proliferate, mutate and differentiate, while being submitted to a powerful selection~: a micro-evolutionary mechanism at the heart…
The real Ginibre ensemble with real eigenvalues
Luis Carlos García del Molino, Khashayar Pakdaman, Jonathan Touboul +1
We consider the ensemble of Real Ginibre matrices with a positive fraction of real eigenvalues. We demonstrate a large deviations principle for the joint eigenvalue density o…