小脑类电路中的分组信息编码

IF 2.9 3区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES
PLoS ONE Pub Date : 2024-09-20 eCollection Date: 2024-01-01 DOI:10.1371/journal.pone.0308146
Alejo Rodríguez-Cattáneo, Ana Carolina Pereira, Pedro Anibal Aguilera, Ángel Ariel Caputi
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引用次数: 0

摘要

神经信号的信息包编码是大约 50 年前针对视觉提出的,最近作为一种可推广到自然和人工感觉系统的合理策略而重新被提出。它涉及由反馈控制的离散图像分割,以及存储和比较信息包的能力。这篇文章表明,电鱼Gymnotus omarorum的类似小脑的电感觉叶(EL)的神经元使用尖峰计数和尖峰定时分布作为信息包的构成变量,这些信息包逐一编码由一系列自定时的电器官放电(EOD)产生的电感觉图像。为了评估这一假设,我们从 EL 的中轴图上记录了细胞外单元活动。通过对EOD后尖峰直方图进行分层聚类分析,将高钝体制备中记录的单元活动分为六种类型。交叉相关分析表明,每次EOD都会强烈影响下一次EOD间隔内的单元点燃概率。同一类型的单元在EL的层状组织中的位置相似,并且在EOD后,当金属物体沿着鱼体靠近皮肤平行移动时,或当放置在感受野中心的静态圆柱形探针的纵向阻抗在重复试验中以逐步增加的方式增加时,尖峰计数和尖峰时间显示出相似的刺激特异性变化。最后这些实验表明,与对照组相比,所有单元类型的尖峰计数和相对熵(表示阶跃前后信息的比较度量)都系统地增加了。EOD后的尖峰计时概率分布以及尖峰计时和数量对传输信息包中信息内容的相对独立贡献表明,这些是信息包的构成图像编码变量。比较分析表明,信息包传输是小脑类网络处理叠加图像的一般原理。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Packet information encoding in a cerebellum-like circuit.

Packet information encoding of neural signals was proposed for vision about 50 years ago and has recently been revived as a plausible strategy generalizable to natural and artificial sensory systems. It involves discrete image segmentation controlled by feedback and the ability to store and compare packets of information. This article shows that neurons of the cerebellum-like electrosensory lobe (EL) of the electric fish Gymnotus omarorum use spike-count and spike-timing distribution as constitutive variables of packets of information that encode one-by-one the electrosensory images generated by a self-timed series of electric organ discharges (EODs). To evaluate this hypothesis, extracellular unitary activity was recorded from the centro-medial map of the EL. Units recorded in high-decerebrate preparations were classified into six types using hierarchical cluster analysis of post-EOD spiking histograms. Cross-correlation analysis indicated that each EOD strongly influences the unit firing probability within the next inter-EOD interval. Units of the same type were similarly located in the laminar organization of the EL and showed similar stimulus-specific changes in spike count and spike timing after the EOD when a metal object was moved close by, along the fish's body parallel to the skin, or when the longitudinal impedance of a static cylindrical probe placed at the center of the receptive field was incremented in a stepwise manner in repetitive trials. These last experiments showed that spike-counts and the relative entropy, expressing a comparative measure of information before and after the step, were systematically increased with respect to a control in all unit types. The post-EOD spike-timing probability distribution and the relatively independent contribution of spike-timing and number to the content of information in the transmitted packet suggest that these are the constitutive image-encoding variables of the packets. Comparative analysis suggests that packet information transmission is a general principle for processing superposition images in cerebellum-like networks.

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来源期刊
PLoS ONE
PLoS ONE 生物-生物学
CiteScore
6.20
自引率
5.40%
发文量
14242
审稿时长
3.7 months
期刊介绍: PLOS ONE is an international, peer-reviewed, open-access, online publication. PLOS ONE welcomes reports on primary research from any scientific discipline. It provides: * Open-access—freely accessible online, authors retain copyright * Fast publication times * Peer review by expert, practicing researchers * Post-publication tools to indicate quality and impact * Community-based dialogue on articles * Worldwide media coverage
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