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Effective connectivity matrix for neural ensembles
2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016In this paper, we present an efficient framework to study the directional interactions within the multiple-input multiple-output (MIMO) biological neural network from spiketrain data. We used an efficient generalized linear model (GLM) with Laguerre basis functions to model a MIMO neural system, and developed an Effective Connectivity Matrix (ECM) to ...
, Qi She, Winnie K Y, So, Rosa H M, Chan
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Functional and Effective Connectivity
2009Neurophysiological and imaging procedures to measure brain activity, such as fMRI or EEG, are employed in neuroscience to investigate processes of functional specialisation and functional integration in the human brain. Functioal integration can be described in two distinct ways: functional connectivity and effective connectivity.
Stephan, K. E. +3 more
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Bayesian Population Modeling of Effective Connectivity.
2005A hierarchical model based on the Multivariate Autoregessive (MAR) process is proposed to jointly model neurological time-series collected from multiple subjects, and to characterize the distribution of MAR coefficients across the population from which those subjects were drawn.
Eric R, Cosman, William M, Wells
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fMRI Effective Connectivity Study
2013This chapter presents a nonlinear system identification method (NSIM) for modeling effective connectivity for fMRI data analysis. We describe the theory background of the method and introduce the statistical tests for inferring effective connectivity between different brain regions.
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Connectivity Effectiveness of Autonomous and Connected Vehicles
2022 International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME), 2022openaire +1 more source
Lessons on Effective Connection
In <em>Supercommunicators,</em> Charles Duhigg presents an actionable guide to better communication, albeit one without groundbreaking insight.openaire +1 more source
Multi-Connectivity as an Enabler for Reliable Low Latency Communications—An Overview
IEEE Communications Surveys and Tutorials, 2020Marie-Theres Suer +2 more
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