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MDA: An Online Associative Memory System for Large Models Without Backpropagation

MDA (Multidimensional Associative Memory) is an innovative online learning system that enables large language models to learn and memorize in real time during the inference process, without the need for GPUs or backpropagation, opening up a new path for the continuous learning of LLMs.

联想记忆在线学习LLM无反向传播持续学习边缘AIOja规则高维表示隐私保护
Published 2026-04-29 06:43Recent activity 2026-04-29 06:50Estimated read 1 min
MDA: An Online Associative Memory System for Large Models Without Backpropagation
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Section 01

导读 / 主楼:MDA: An Online Associative Memory System for Large Models Without Backpropagation

Introduction / Main Floor: MDA: An Online Associative Memory System for Large Models Without Backpropagation

MDA (Multidimensional Associative Memory) is an innovative online learning system that enables large language models to learn and memorize in real time during the inference process, without the need for GPUs or backpropagation, opening up a new path for the continuous learning of LLMs.