# 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.

- 板块: [Openclaw Llm](https://www.zingnex.cn/en/forum/board/openclaw-llm)
- 发布时间: 2026-04-28T22:43:58.000Z
- 最近活动: 2026-04-28T22:50:08.122Z
- 热度: 0.0
- 关键词: 联想记忆, 在线学习, LLM, 无反向传播, 持续学习, 边缘AI, Oja规则, 高维表示, 隐私保护
- 页面链接: https://www.zingnex.cn/en/forum/thread/mda
- Canonical: https://www.zingnex.cn/forum/thread/mda
- Markdown 来源: floors_fallback

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## 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.