一个共享的语言空间,以在自然对话中将我们的想法从大脑传递到大脑
Zaid Zada1, Ariel Goldstein1,2, Sebastian Michelmann1
1Princeton Neuroscience Institute and Department of Psychology, Princeton University; New Jersey, 08544, USA.
bioRxiv : the preprint server for biology
|July 10, 2023
概括
大型语言模型揭示了大脑如何在对话中分享意义. 神经活动显示说话者和听话者大脑之间的语言内容传输实时发生.
科学领域:
- 神经科学是一个神经科学.
- 计算语言学 计算语言学
- 认知科学 认知科学
背景情况:
- 有效的沟通依赖于对单词含义的共同理解.
- 大型语言模型 (LLM) 创建嵌入空间,模拟文本丰富的单词含义.
- 在现实环境中研究神经通信机制至关重要.
结论:
- 展示了一个用于分析通信神经相关的计算框架.
- 展示了LLM嵌入空间如何模拟大脑之间的思想传输.
- 开辟了研究人类互动实时神经动态的新途径.
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