Authors: Aristidis K. Nikoloulopoulos
arXiv
For a particular disease there may be two diagnostic tests developed, where each of the tests is subject to several studies. A quadrivariate generalized linear mixed model (GLMM) has been recently pro...
Authors: Joseph Muré
arXiv
In the context of Gaussian Process Regression or Kriging, we propose a full-Bayesian solution to deal with hyperparameters of the covariance function. This solution can be extended to the Trans-Gaussi...
Authors: Aurélie Deveau, Anne Gégout-Petit, Clémence Karmann
arXiv
We consider the problem of variable selection when the response is ordinal, that is an ordered categorical variable. In particular, we are interested in selecting quantitative explanatory variables li...
Authors: Chiara Gastaldi, Samuel P. Muscinelli, Wulfram Gerstner
arXiv
Consolidation of synaptic changes in response to neural activity is thought to be fundamental for memory maintenance over a timescale of hours. In experiments, synaptic consolidation can be induced by...
Authors: William Lotter, Gabriel Kreiman, David Cox
arXiv
While deep neural networks take loose inspiration from neuroscience, it is an open question how seriously to take the analogies between artificial deep networks and biological neuronal systems. Intere...
Authors: Eero Satuvuori, Mario Mulansky, Andreas Daffertshofer, Thomas Kreuz
arXiv
Background: Spike trains of multiple neurons can be analyzed following the summed population (SP) or the labeled line (LL) hypothesis. Responses to external stimuli are generated by a neuronal populat...
Authors: Ruochen Yang, Gaurav Gupta, Paul Bogdan
arXiv
Identification of patterns from discrete data time-series for statistical inference, threat detection, social opinion dynamics, brain activity prediction has received recent momentum. In addition to t...
Authors: Quanying Liu, Yorie Nakahira, Ahkeel Mohideen, Adam Dai, Sunghoon Choi, Angelina Pan, Dimitar M. Ho, John C. Doyle
arXiv
Feedback control theory has been extensively implemented to theoretically model human sensorimotor control. However, experimental platforms capable of manipulating important components of multiple fee...
Authors: A. V. Paraskevov, D. K. Zendrikov
arXiv
We show that in model neuronal cultures, where the probability of interneuronal connection formation decreases exponentially with increasing distance between the neurons, there exists a small number o...
Authors: Guillermo Cabrera-Vives, Christopher J. Miller, Jeff Schneider
arXiv
We present a metric to quantify systematic labeling bias in galaxy morphology data sets stemming from the quality of the labeled data. This labeling bias is independent from labeling errors and requir...
Authors: Di Fu, Pablo Barros, German I. Parisi, Haiyan Wu, Sven Magg, Xun Liu, Stefan Wermter
arXiv
The efficient integration of multisensory observations is a key property of the brain that yields the robust interaction with the environment. However, artificial multisensory perception remains an op...
Authors: Maxwell A Bertolero, Azeez Adebimpe, Ankit N. Khambhati, Marcelo G. Mattar, Daniel Romer, Sharon L. Thompson-Schill, Danielle S. Bassett
arXiv
Human learning is a complex process in which future behavior is altered via the reorganization of brain activity and connectivity. It remains unknown whether activity and connectivity differentially r...
Authors: Tzvetomir Tzvetanov
arXiv
In a recent publication (Tzvetanov (2018), bioRxiv 465807), I made an extensive analysis with computational modelling and psychophysics of the simple experimental design of Dr. D.Tadin (Tadin, Lappin,...
Authors: Yingying Xu, Joon Lee, Joel A. Dubin
arXiv
Predicting time-to-event outcomes in large databases can be a challenging but important task. One example of this is in predicting the time to a clinical outcome for patients in intensive care units (...
Authors: Richard A. Berk, Susan B. Sorenson
arXiv
Mass violence, almost no matter how defined, is (thankfully) rare. Rare events are very difficult to study in a systematic manner. Standard statistical procedures can fail badly and usefully accurate...