Neuromimetic metaplasticity for adaptive continual learning

Conventional intelligent systems based on deep neural network (DNN) models encounter challenges in achieving human-like continual learning due to catastrophic forgetting. Here, we propose a metaplasticity model inspired by human working memory, enabling DNNs to perform catastrophic forgetting-free c...

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Hauptverfasser: Cho, Suhee, Lee, Hyeonsu, Baek, Seungdae, Paik, Se-Bum
Format: Artikel
Sprache:eng
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