快速的Hebbian可塑性和工作记忆
Anders Lansner1, Florian Fiebig2, Pawel Herman3
1Stockholm University, Department of Mathematics, SE-106 91 Stockholm, Sweden; KTH Royal Institute of Technology, Dept of Computational Science and Technology, 100 44 Stockholm, Sweden; SeRC (Swedish e-Science Research Center), Sweden.
Current opinion in neurobiology
|November 19, 2023
概括
工作记忆 (WM) 模型正在从持续活动转向活动静音机制. 这篇评论探讨了快速的Hebbian突触可塑性作为这些新工作记忆理论的关键驱动因素.
科学领域:
- 认知神经科学 认知神经科学
- 计算神经科学是一种神经科学.
背景情况:
- 长期以来,工作记忆 (WM) 研究一直以持久活动假设为主.
- 最近的实验证据强调了持续神经活动在短期信息维护方面的局限性,特别是在多项 WM 中.
- 这激发了对活动静音WM机制和突触可塑性的兴趣.
研究的目的:
- 审查工作记忆理论和模型的演变.
- 专注于快速Hebbian突触可塑性的作用,作为WM的潜在机制.
- 追踪基于协会学习的WM模型的历史发展.
主要方法:
- 工作记忆理论和模型的文献综述.
- 实验证据的分析支持活动-沉默的WM.
- 专注于突触可塑性,特别是Hebbian学习.
主要成果:
- 自20世纪90年代中期以来占主导地位的持续活动假设面临挑战.
- 积累的证据支持活动沉默的WM机制.
- 快速突触可塑性,特别是赫比可塑性,正在成为一个关键的理论方向.
结论:
- 工作记忆模型越来越多地探索突触可塑性与持续的神经活动的关系.
- 快速的Hebbian可塑性为了解短期信息维护提供了一个有希望的框架.
- 了解关联式学习对于开发新的WM理论至关重要.
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