Non-linear Correlation Based Approach to the Identification of Maximally Stationary Systems

Author(s):  
Kirill R. Chernyshov
2021 ◽  
Author(s):  
Anna Ceglarek ◽  
Jeremi K. Ochab ◽  
Ignacio Cifre ◽  
Magdalena Fąfrowicz ◽  
Barbara Sikora-Wachowicz ◽  
...  

AbstractRecent works shed light on the neural correlates of true and false recognition and the influence of time of day on cognitive performance. The current study aimed to investigate the modulation of the false memory formation by the time of day using a non-linear correlation analysis originally designed for fMRI resting-state data. Fifty-four young and healthy participants (32 females, mean age: 24.17 y.o., SD: 3.56 y.o.) performed in MR scanner the modified Deese-Roediger-McDermott paradigm in short-term memory during one session in the morning and another in the evening. Subjects’ responses were modeled with a general linear model, which includes as a predictor the non-linear correlations of regional BOLD activity with the stimuli, separately for encoding and retrieval phases. The results show the dependence of the non-linear correlations measures with the time of day and the type of the probe. In addition, the results indicate differences in the correlations measures with hippocampal regions between positive and lure probes. Besides confirming previous results on the influence of time-of-day on cognitive performance, the study demonstrates the effectiveness of the non-linear correlation analysis method for the characterization of fMRI task paradigms.


2020 ◽  
Author(s):  
Guillermo Lopez-Campos ◽  
Christopher Hawthorne ◽  
Miguel A. Valvano

AbstractIn this work we have analysed the use of two different correlation metrics and two different datasets, detecting differences in the extent and directionality of the correlation between COVID-19 infection and BCG immunization. Correlation between COVID-19 infection, death rates and BCG immunization is strongly affected by the correlation metrics and so will be their biological interpretation.


Author(s):  
Marle´n Eliana Lo´pez B. ◽  
Guillermo E. Valencia ◽  
John C. Turizo ◽  
Antonio J. Bula

An optimization and a statistical analysis are presented in order to obtain a mixture based on commercial and inexpensive components, which represents the enthalpy behavior of the package described in UNE-EN441 standard. The enthalpy of the M package, which represents the thermal characteristics of lean meat used in test of refrigerated display cabinets, is estimated as a function of temperature. The package is used to analyze the heat transfer process in packages undergoing cooling or freezing conditions. The package is composed of hard wood sawdust, brine and a preservative. The points required for experimentation are determine according to D-Optimal experiment design, taking into account the concentration of each component. The β’s parameters for the semi-theoretical non linear correlation of the modified package enthalpy are estimated with nonlinear least square approach. Gauss-Newton algorithm with Levenberg-Marquardt modifications for global convergence is used. Correlation for the enthalpy package is presented and suggestions for future experimentation are presented in order to increase the accuracy of the regression.


2011 ◽  
pp. 691-738
Author(s):  
Frederick E. Croxton ◽  
Dudley J. Cowden

1992 ◽  
Vol 25 (2) ◽  
pp. 97
Author(s):  
P.A. Dickstein ◽  
A.N. Sinclair ◽  
S. Girshovich ◽  
Y. Sternberg ◽  
H. Leibovitch ◽  
...  

Molecules ◽  
2018 ◽  
Vol 23 (11) ◽  
pp. 2978 ◽  
Author(s):  
Montserrat Delgado ◽  
Carlos Arean

The thermodynamics of dinitrogen adsorption in faujasite-type zeolites, Na-Y, Ca-Y and Sr-Y, were investigated by means of variable-temperature infrared spectroscopy, a technique that affords determination of the standard adsorption enthalpy (ΔH0) and entropy (ΔS0) from an analysis of the IR spectra recorded over a range of temperatures. The results obtained, taken together with previously reported values for N2 adsorption on protonic zeolites, revealed a non-linear correlation between ΔH0 and ΔS0. Implications of such a correlation for gas separation and purification by adsorption in porous solids are highlighted.


2012 ◽  
Vol 35 ◽  
pp. 192-201 ◽  
Author(s):  
Everardo Santiago-Raḿırez ◽  
J.́ A. Gonźalez-Fraga ◽  
Sixto Ĺazaro-Mart́ınez

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