Authors: Avner Wallach, Danny Eytan, Asaf Gal, Christoph Zrenner, Ron Meir, Shimon Marom
arXiv
Since the first recordings made of evoked action potentials it has become apparent that the responses of individual neurons to ongoing physiologically relevant input, are highly variable. This variabi...
Authors: Xiaojuan Sun, Matjaz Perc, Qishao Lu, Jürgen Kurths
arXiv
In this paper, we examine the effects of correlated Gaussian noise on a two-dimensional neuronal network that is locally modeled by the Rulkov map. More precisely, we study the effects of the noise co...
Authors: Lubomir Kostal, Petr Lansky
arXiv
We study the optimality conditions of information transfer in systems with memory in the low signal-to-noise ratio regime of vanishing input amplitude. We find that the optimal mutual information is r...
Authors: Dylan S. Small, Paul R. Rosenbaum
arXiv
A predictor variable or dose that is measured with substantial error may possess an error-free milestone, such that it is known with negligible error whether the value of the variable is to the left...
Authors: Hugo Zanghi, Franck Picard, Vincent Miele, Christophe Ambroise
arXiv
In this paper we adapt online estimation strategies to perform model-based clustering on large networks. Our work focuses on two algorithms, the first based on the SAEM algorithm, and the second on va...
Authors: Susan M. Buchman, Ann B. Lee, Chad M. Schafer
arXiv
We present nonparametric techniques for constructing and verifying density estimates from high-dimensional data whose irregular dependence structure cannot be modelled by parametric multivariate dis...
Authors: Amit Zeisel, Or Zuk, Eytan Domany
arXiv
The steep rise in availability and usage of high-throughput technologies in biology brought with it a clear need for methods to control the False Discovery Rate (FDR) in multiple tests. Benjamini and...
Authors: M. V. Simkin
arXiv
I report the results of the test, where the takers had to tell the prose of Charles Dickens from that of Edward Bulwer-Lytton, who is considered by many to be the worst writer in history of letters. T...
Authors: Andrea Censi
arXiv
Sinopoli et al. (TAC, 2004) considered the problem of optimal estimation for linear systems with Gaussian noise and intermittent observations, available according to a Bernoulli arrival process. The...
Authors: Michael L. Stein
arXiv
Climate modelers generally require meteorological information on regular grids, but monitoring stations are, in practice, sited irregularly. Thus, there is a need to produce public data records that...
Authors: Mark Culp, George Michailidis, Kjell Johnson
arXiv
In many scientific settings data can be naturally partitioned into variable groupings called views. Common examples include environmental (1st view) and genetic information (2nd view) in ecological...
Authors: Christopher J. Paciorek, Jeff D. Yanosky, Robin C. Puett, Francine Laden, Helen H. Suh
arXiv
The last two decades have seen intense scientific and regulatory interest in the health effects of particulate matter (PM). Influential epidemiological studies that characterize chronic exposure of...
Authors: Haiping Huang
arXiv
We test four fast mean field type algorithms on Hopfield networks as an inverse Ising problem. The equilibrium behavior of Hopfield networks is simulated through Glauber dynamics. In the low tempera...
Authors: B. P. Datta
arXiv
Evaluation of a variable Yd from certain measured variable(s) Xi(s), by making use of their system-specific-relationship (SSR), is generally referred as the indirect measurement. Naturally the SSR m...
Authors: Sylvain Foret, Susan R. Wilson, Conrad J. Burden
arXiv
Word matches are often used in sequence comparison methods, either as a measure of sequence similarity or in the first search steps of algorithms such as BLAST or BLAT. The D2 statistic is the numbe...