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(2025-01-31 22:31):
#paper 10.48550/arxiv.2408.10234 The Unbearable Slowness of Being: Why do we live at 10 bits/s? arXiv:2408.10234v2 [q-bio.NC] Jieyu Zheng, Markus Meiste
论文探讨了人类行为信息处理速度的悖论性缓慢。尽管人类的感官系统能够以每秒约10⁹比特(bits/s)的速度收集信息,但人类的整体信息处理速度却仅为每秒10比特。这种巨大的差异尚未得到充分解释,涉及大脑功能的许多基本方面。通过多种实验和案例,论文展示了人类行为的信息处理速度约为10 bits/s,且这种速度限制可能与大脑的串行处理特性有关。尽管外周神经系统(如视锥细胞和视神经)能够以极高的速率处理信息,但大脑的中枢部分似乎以串行方式处理信息,一次只能专注于一个任务。这种串行处理方式可能是大脑在进化过程中形成的,因为早期神经系统的主要功能是控制运动,而运动决策通常是局部的、单一的。此外,论文还提出大脑可能存在“外脑”和“内脑”两种模式:外脑负责处理高维度的感官输入和运动输出,信息处理速率极高;内脑则负责处理低维度的信息流,用于决策和行为控制,信息处理速率极低(约10 bits/s)。这种内外脑的分工可能是导致信息处理速度受限的重要原因。论文建议未来的研究需要进一步探索大脑内外信息处理的差异,以及如何优化信息处理效率。
arXiv,
2024-08-03T22:56:45Z.
DOI: 10.48550/arXiv.2408.10234
The Unbearable Slowness of Being: Why do we live at 10 bits/s?
Jieyu Zheng,
Markus Meister
Abstract:
This article is about the neural conundrum behind the slowness of human<br>behavior. The information throughput of a human being is about 10 bits/s. In<br>comparison, our sensory systems gather data at ~10^9 bits/s. The stark contrast<br>between these numbers remains unexplained and touches on fundamental aspects of<br>brain function: What neural substrate sets this speed limit on the pace of our<br>existence? Why does the brain need billions of neurons to process 10 bits/s?<br>Why can we only think about one thing at a time? The brain seems to operate in<br>two distinct modes: the "outer" brain handles fast high-dimensional sensory and<br>motor signals, whereas the "inner" brain processes the reduced few bits needed<br>to control behavior. Plausible explanations exist for the large neuron numbers<br>in the outer brain, but not for the inner brain, and we propose new research<br>directions to remedy this.
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