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May, 2022
需要就是一切:稳态神经网络适应概念漂移
Need is All You Need: Homeostatic Neural Networks Adapt to Concept Shift
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Kingson Man, Antonio Damasio, Hartmut Neven
TL;DR
介绍一种具有自我调节能力的人工神经网络,利用其对内部状态的自我监控和调节来提高其在概念转移和高变化环境下的适应性。
Abstract
In living organisms,
homeostasis
is the natural regulation of internal states aimed at maintaining conditions compatible with life. Typical artificial systems are not equipped with comparable regulatory features. Here, we introduce an
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