Zobrazeno 1 - 4
of 4
pro vyhledávání: '"Fanthomme, Arnaud"'
Understanding the role of regularization is a central question in Statistical Inference. Empirically, well-chosen regularization schemes often dramatically improve the quality of the inferred models by avoiding overfitting of the training data. We co
Externí odkaz:
http://arxiv.org/abs/2112.01292
Autor:
Fanthomme, Arnaud, Monasson, Rémi
We study the learning dynamics and the representations emerging in Recurrent Neural Networks trained to integrate one or multiple temporal signals. Combining analytical and numerical investigations, we characterize the conditions under which a RNN wi
Externí odkaz:
http://arxiv.org/abs/2011.10435
Autor:
Fanthomme, Arnaud1 (AUTHOR) arnaud.fanthomme@phys.ens.fr, Monasson, Rémi1 (AUTHOR) remi.monasson@phys.ens.fr
Publikováno v:
Neural Computation. Apr2021, Vol. 33 Issue 4, p1063-1112. 50p. 3 Diagrams, 1 Chart, 16 Graphs.
Autor:
Fanthomme, Arnaud, Monasson, Remi
Spatial navigation in biological agents relies on the interplay between external (visual, olfactory, auditory, $\dots$) and proprioceptive (motor commands, linear and angular velocity, $\dots$) signals. How to combine and exploit these two streams of
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::aa8da5360b47dcba700d48e0a230cf51
https://hal.archives-ouvertes.fr/hal-03368182
https://hal.archives-ouvertes.fr/hal-03368182