Authors: Srijan Sengupta
arXiv
This article provides a brief overview of statistical network analysis, a rapidly evolving field of statistics, which encompasses statistical models, algorithms, and inferential methods for analyzing...
Authors: Chi-Ning Chou
arXiv
Two transformative waves of computing have redefined the way we approach science. The first wave came with the birth of the digital computer, which enabled scientists to numerically simulate their mod...
Authors: Tahereh Toosi, Elias B. Issa
arXiv
In natural vision, feedback connections support versatile visual inference capabilities such as making sense of the occluded or noisy bottom-up sensory information or mediating pure top-down processes...
Authors: Wei-Ning Chen, Graham Cormode, Akash Bharadwaj, Peter Romov, Ayfer ĂzgĂŒr
arXiv
Experiment design has a rich history dating back over a century and has found many critical applications across various fields since then. The use and collection of users' data in experiments often in...
Authors: Kyeongseon Min, Beomseok Sohn, Woo Jung Kim, Chae Jung Park, Soohwa Song, Dong Hoon Shin, Kyung Won Chang, Na-Young Shin, Minjun Kim, Hyeong-Geol Shin, Phil Hyu Lee, Jongho Lee
arXiv
Iron and myelin are primary susceptibility sources in the human brain. These substances are essential for healthy brain, and their abnormalities are often related to various neurological disorders. Re...
Authors: Christian Glocker, Matteo Iacopini, TamĂĄs Krisztin, Philipp Piribauer
arXiv
The spatial autoregressive (SAR) model is extended by introducing a Markov switching dynamics for the weight matrix and spatial autoregressive parameter. The framework enables the identification of re...
Authors: Peishan Dai, Yun Shi, Tong Xiong, Xiaoyan Zhou, Shenghui Liao, Zhongchao Huang, Xiaoping Yi, Bihong T. Chen
arXiv
Diagnosis of major depressive disorder (MDD) primarily relies on the patient's self-reported symptoms and a clinical evaluation. Effective connectivity (EC) from resting-state functional magnetic reso...
Authors: Francesco Giacomarra, Gianmarco Bet, Alessandro Zocca
arXiv
Synthetic power grids enable secure, real-world energy system simulations and are crucial for algorithm testing, resilience assessment, and policy formulation. We propose a novel method for the genera...
Authors: Anna Sikov, José Cerda-Hernåndez, Eduardo Haro
arXiv
In this article we describe and apply the Fay-Herriot model with spatially correlated random area effects (Pratesi, M., & Salvati, N. (2008)), in order to predict the prevalence of anemia and childhoo...
Authors: Shi Gu, Marcelo G Mattar, Huajin Tang, Gang Pan
arXiv
While advances in artificial intelligence and neuroscience have enabled the emergence of neural networks capable of learning a wide variety of tasks, our understanding of the temporal dynamics of thes...
Authors: Lizhi Xin, Kevin Xin, Houwen Xin
arXiv
A computational model incorporating insights from quantum theory is proposed to describe and explain synaptic message transmission. We propose that together, neurotransmitters and their corresponding...
Authors: Florent Bouchard, Arnaud Breloy, Antoine Collas, Alexandre Renaux, Guillaume Ginolhac
arXiv
When dealing with a parametric statistical model, a Riemannian manifold can naturally appear by endowing the parameter space with the Fisher information metric. The geometry induced on the parameters...
Authors: Alessandro Grecucci, Parisa Ahmadi Ghomroudi, Bianca Monachesi, Irene Messina
arXiv
Acceptance is an adaptive emotion regulation strategy characterized by an open and non-judgmental attitude toward mental and sensory experiences. While a few studies have investigated the neural corre...
Authors: Huzi Cheng, Joshua W. Brown
arXiv
While error backpropagation (BP) has dominated the training of nearly all modern neural networks for a long time, it suffers from several biological plausibility issues such as the symmetric weight re...
Authors: Ana Lokmer, Charanraj Goud Alladi, Réjane Troudet, Delphine Bacq-Daian, Anne Boland-Auge, Violaine Latapie, Jean-François Deleuze, Ravi Philip Rajkumar, Deepak Gopal Shewade, Frank Bélivier, Cynthia Marie-Claire, Stéphane Jamain
arXiv
Background: The choice of efficient antipsychotic therapy for schizophrenia relies on a time-consuming trial-and-error approach, whereas the social and economic burdens of the disease call for faster...