Articles with "class addition" as a keyword



A single fast Hebbian-like process enabling one-shot class addition in deep neural networks without backbone modification

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Published in 2024 at "Frontiers in Neuroscience"

DOI: 10.3389/fnins.2024.1344114

Abstract: One-shot learning, the ability to learn a new concept from a single instance, is a distinctive brain function that has garnered substantial interest in machine learning. While modeling physiological mechanisms poses challenges, advancements in artificial… read more here.

Keywords: neuroscience; shot class; one shot; class addition ... See more keywords