Machine unlearning in brain-inspired neural network paradigms

Machine unlearning, which is crucial for data privacy and regulatory compliance, involves the selective removal of specific information from a machine learning model. This study focuses on implementing machine unlearning in Spiking Neuron Models (SNMs) that closely mimic biological neural network be...

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Bibliographic Details
Main Authors: Chaoyi Wang, Zuobin Ying, Zijie Pan
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-05-01
Series:Frontiers in Neurorobotics
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fnbot.2024.1361577/full