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Developing dynamic network models for multisite electrocorticogram (ECoG) activity can help study neural representations and design neurotechnologies in humans given the clinical promise of ECoG. However, dynamic network models have so far largely focused on spike recordings rather than ECoG. A dynamic network model for ECoG recordings, which constitute a network, should describe their temporal dynamics while also achieving dimensionality reduction given the inherent spatial and temporal correlations.
This article was published in the following journal.
Name: Journal of neural engineering
A long-standing goal in neuroscience has been to bring together neuronal recordings and neural network modeling to understand brain function. Neuronal recordings can inform the development of network ...
Several algorithms have been proposed for modeling a gene regulatory network from a time-series expression dataset, but these have been used in relatively few studies because experimental cost often r...
Overexpression of mouse neurogenin ( Neurog) 2 alone or in combination with mouse Neurog2/1 in human embryonic stem cells (hESCs) and human induced pluripotent stem cells (hiPSCs) can rapidly produce ...
Dimensionality reduction is one of the fundamental and important topics in the fields of pattern recognition and machine learning. However, most existing dimensionality reduction methods aim to seek a...
The human brain integrates diverse cognitive processes into a coherent whole, shifting fluidly as a function of changing environmental demands. Despite recent progress, the neurobiological mechanisms ...
The investigator proposes to perform a phase I/II study comparing two nutraceuticals and placebo that target mediators identified in the investigator's prior dynamic modeling study of Gulf...
Purpose: To investigate whether rhythmic direct electrical stimulation (DES) causes entrainment of endogenous neural oscillatory activity and whether such activity improve cognition. ...
The goal of this clinical research study is to learn if using a larger than the standard mapping grid currently used at MD Anderson during brain tumor surgery or a high-definition grid for...
Multicenter observational survey of the presence of Human Papilloma Virus (HPV) on trans vaginal ultrasound (TVUS) probes, and of the behavior of professionals during US examination and pr...
Using a randomized clinical trial (RCT), this study is designed to assess the effectiveness of HIV risk-reduction interventions targeting injection drug users (IDUs) in three Ukraine oblas...
A statistical tool for detecting and modeling gene-gene interactions. It is a non-parametric and model-free approach.
The development and application of computational models of human pathophysiology that are individualized to patient-specific data.
The physical activity of a human or an animal as a behavioral phenomenon.
Environment un-modified by human activity. Areas in which natural processes operate without human interference.
Perception of three-dimensionality.