Entropy analysis of neuronal spike train synchrony.
نویسندگان
چکیده
Although vector strength (VS) and the Rayleigh tests are widely used to quantify neuronal firing synchrony to cyclic events, their use is valid only for singly peaked, unimodal distributions. In this report, we propose a new method to quantify synchrony, applicable to both unimodal and multimodal distributions. We also propose a statistical test to examine temporal structure under a null hypothesis of no synchrony.
منابع مشابه
Monitoring spike train synchrony
Recently, the SPIKE-distance has been proposed as a parameter-free and timescale-independent measure of spike train synchrony. This measure is time resolved since it relies on instantaneous estimates of spike train dissimilarity. However, its original definition led to spuriously high instantaneous values for eventlike firing patterns. Here we present a substantial improvement of this measure t...
متن کاملTitle Monitoring spike train synchrony
25 Recently, the SPIKE-distance has been proposed as a parameter-free and time-scale independent 26 measure of spike train synchrony. This measure is time-resolved since it relies on instantaneous estimates 27 of spike train dissimilarity. However, its original definition led to spuriously high instantaneous values for 28 event-like firing patterns. Here we present a substantial improvement of ...
متن کاملMeasures of spike train synchrony: From single neurons to populations
With the increasing availability of multi-unit recordings the focus of attention is shifting from bivariate estimators of spike train synchrony towards methods that describe patterns of activity across many neurons. Such measures of population spike train synchrony are becoming indispensable tools for addressing issues such as spike timing reliability, network synchronization, and neuronal codi...
متن کاملInnovative Methodology SPIKY: a graphical user interface for monitoring spike train synchrony
Kreuz T, Mulansky M, Bozanic N. SPIKY: a graphical user interface for monitoring spike train synchrony. J Neurophysiol 113: 3432–3445, 2015. First published March 5, 2015; doi:10.1152/jn.00848.2014.—Techniques for recording large-scale neuronal spiking activity are developing very fast. This leads to an increasing demand for algorithms capable of analyzing large amounts of experimental spike tr...
متن کاملAn Overview of Bayesian Methods for Neural Spike Train Analysis
Neural spike train analysis is an important task in computational neuroscience which aims to understand neural mechanisms and gain insights into neural circuits. With the advancement of multielectrode recording and imaging technologies, it has become increasingly demanding to develop statistical tools for analyzing large neuronal ensemble spike activity. Here we present a tutorial overview of B...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید
ثبت ناماگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید
ورودعنوان ژورنال:
- Journal of neuroscience methods
دوره 149 1 شماره
صفحات -
تاریخ انتشار 2005