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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?
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Abstract:
This article is about the neural conundrum behind the slowness of humanbehavior. The information throughput of a human being is about 10 bits/s. Incomparison, our sensory systems gather data at ~10^9 bits/s. The stark contrastbetween these numbers remains unexplained and touches on fundamental aspects ofbrain function: What neural substrate sets this speed limit on the pace of ourexistence? Why does the brain need billions of neurons to process 10 bits/s?Why can we only think about one thing at a time? The brain seems to operate intwo distinct modes: the "outer" brain handles fast high-dimensional sensory andmotor signals, whereas the "inner" brain processes the reduced few bits neededto control behavior. Plausible explanations exist for the large neuron numbersin the outer brain, but not for the inner brain, and we propose new researchdirections to remedy this.
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