Replica-Mean-Field Limits for Intensity-Based Neural Networks
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Publication:5207527
DOI10.1137/19M1243877zbMath1435.92004arXiv1902.03504OpenAlexW2979762039WikidataQ98839723 ScholiaQ98839723MaRDI QIDQ5207527
François Baccelli, Thibaud Taillefumier
Publication date: 3 January 2020
Published in: SIAM Journal on Applied Dynamical Systems (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/1902.03504
Artificial neural networks and deep learning (68T07) Neural networks for/in biological studies, artificial life and related topics (92B20)
Related Items (5)
Replica-mean-field limits of fragmentation-interaction-aggregation processes ⋮ Continuous limits of residual neural networks in case of large input data ⋮ The Pair-Replica-Mean-Field Limit for Intensity-based Neural Networks ⋮ Asymptotic analysis of the elephant random walk ⋮ Metastability in a stochastic system of spiking neurons with leakage
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