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An interpretation of 1/f fluctuations in neuronal spike trains during dream sleep.

作者信息

Grüneis F, Nakao M, Yamamoto M, Musha T, Nakahama H

机构信息

Department of Information Engineering, Faculty of Engineering, Tohoku University, Sendai, Japan.

出版信息

Biol Cybern. 1989;60(3):161-9. doi: 10.1007/BF00207284.

DOI:10.1007/BF00207284
PMID:2923921
Abstract

The mesencephalic reticular formation (MRF) neurons are regarded as contributing to the activation of the cerebral cortex. We have investigated the statistical characteristics of the single neuronal activity in the MRF of cat during two activated states: paradoxical sleep (PS) and state in which the animal is watching birds (BW). 1/f-like spectra are observed for both PS and BW states, being more pronounced for PS state. For the interpretation of these findings, we have applied the clustering Poisson process, which not only gives rise to a 1/f spectrum but also suggests a generation mechanism. The MRF neuronal activities in PS and BW are closely fitted by the clustering Poisson process, both in terms of power spectral density and counting statistics. These results strongly suggest that the activities of MRF neurons in PS and BW can be interpreted as the superpositions of randomly occurring clusters which consist of various number of impulses.

摘要

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Further study on 1/f fluctuations observed in central single neurons during REM sleep.
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Markov-dependency and spectral analyses on spike-counts in mesencephalic reticular neurons during sleep and attentive states.睡眠和警觉状态下中脑网状神经元放电计数的马尔可夫依赖性和频谱分析。
Brain Res. 1986 Feb 26;366(1-2):279-89. doi: 10.1016/0006-8993(86)91305-3.
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Fluctuations in spontaneous discharge of hippocampal theta cells during sleep-waking states and PCPA-induced insomnia.
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