On the sampling sparsity of analog-to-spike conversion based on leaky integrate-and-fire

In contrast to the traditional principle of periodic sensing, neuromorphic engineering pursues a paradigm shift towards bio-inspired event-based sensing, where events are primarily triggered by a change in the perceived stimulus. We show in a rigorous mathematical way that information encoding by me...

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Bibliographic Details
Main Authors: Bernhard A Moser, Michael Lunglmayr
Format: Article
Language:English
Published: IOP Publishing 2025-01-01
Series:Neuromorphic Computing and Engineering
Subjects:
Online Access:https://doi.org/10.1088/2634-4386/adb884
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