Neuroplasticity Meets Artificial Intelligence: A Hippocampus-Inspired Approach to the Stability–Plasticity Dilemma

Neuroplasticity Meets Artificial Intelligence: A Hippocampus-Inspired Approach to the Stability–Plasticity Dilemma

The stability–plasticity dilemma remains a critical challenge in developing artificial intelligence (AI) systems capable of continuous learning. This perspective paper presents a novel approach by drawing inspiration from the mammalian hippocampus–cortex system. We elucidate how this biological syst...

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Bibliographic Details
Main Authors: Thorsten Rudroff, Oona Rainio, Riku Klén
Format: Article
Language:English
Published: MDPI AG 2024-10-01
Series:Brain Sciences
Subjects:
artificial intelligence
hippocampus
neocortex
stability–plasticity dilemma
continual learning
memory consolidation
Online Access:https://www.mdpi.com/2076-3425/14/11/1111
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