Bidirectional Mamba state-space model for anomalous diffusion

Bidirectional Mamba state-space model for anomalous diffusion

Characterizing anomalous diffusion (AnDi) is crucial in order to understand the evolution of complex stochastic systems, from molecular interactions to cellular dynamics. Here, we evaluate the performances regarding such a task of Bi-Mamba, a novel state-space deep-learning architecture articulated...

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Bibliographic Details
Main Authors: Maxime Lavaud, Yosef Shokeeb, Juliette Lacherez, Yacine Amarouchene, Thomas Salez
Format: Article
Language:English
Published: IOP Publishing 2025-01-01
Series:JPhys Photonics
Subjects:
anomalous diffusion
deep learning
Mamba
particle tracking
Online Access:https://doi.org/10.1088/2515-7647/add42c
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https://doi.org/10.1088/2515-7647/add42c

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