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A bio-inspired hybrid lifelong learning based on self-selective memristors

2026-07-27

Abstract excerpt

<title>Abstract</title> <p> Lifelong learning, the ability to acquire and retain knowledge continually, is essential for artificial intelligence operating in dynamic, open-ended environments, yet remains limited by catastrophic forgetting, limited generalization, and high energy costs. These challenges stem from a dual disconnect: between algorithms and hardware, and from the oversimplified adoption of singular...

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Literature Corpus work: d59ce100-8cb9-5195-bc4d-5c41a5e6d6ab
DOI: 10.21203/rs.3.rs-10432387/v1

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