A high throughput generative vector autoregression model for stochastic synapses
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Neuroscience"
DOI: 10.3389/fnins.2022.941753
Abstract: By imitating the synaptic connectivity and plasticity of the brain, emerging electronic nanodevices offer new opportunities as the building blocks of neuromorphic systems. One challenge for large-scale simulations of computational architectures based on emerging devices… read more here.
Keywords: throughput generative; generative vector; vector autoregression; high throughput ... See more keywords
Using Vector Autoregression Modeling to Reveal Bidirectional Relationships in Gender/Sex-Related Interactions in Mother–Infant Dyads
Sign Up to like & getrecommendations! Published in 2020 at "Frontiers in Psychology"
DOI: 10.3389/fpsyg.2020.01507
Abstract: Vector autoregression (VAR) modeling allows probing bidirectional relationships in gender/sex development and may support hypothesis testing following multi-modal data collection. We show VAR in three lights: supporting a hypothesis, rejecting a hypothesis, and opening up… read more here.
Keywords: bidirectional relationships; mother infant; vector autoregression; relationships gender ... See more keywords
Grouped Network Vector Autoregression
Sign Up to like & getrecommendations! Published in 2020 at "Statistica Sinica"
DOI: 10.5705/ss.202017.0533
Abstract: In the study of time series analysis, it is of great interest to model a continuous response for all the individuals at equally spaced time points. With the rapid advance of social network sites, network… read more here.
Keywords: autoregression; network; vector autoregression; network vector ... See more keywords
Statistical Inference for High-Dimensional Vector Autoregression with Measurement Error
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DOI: 10.5705/ss.202021.0151
Abstract: High-dimensional vector autoregression with measurement error is frequently encountered in a large variety of scientific and business applications. In this article, we study statistical inference of the transition matrix under this model. While there has… read more here.
Keywords: measurement error; autoregression measurement; inference; dimensional vector ... See more keywords