Data Science & Informatics

Big-Data Electron-microscopy for Novel Community Hypotheses: Measuring And Retrieving Knowledge (BENCHMARK)

Project Summary In an effort to better understand structural organization and anatomy of nervous systems at unprecedented spatial resolution, recent efforts, including BRAIN Initiative funded projects, have collected increasingly larger datasets using Electron Microscopy (EM) and X-Ray Microtomography (X

Use of advanced analytics to understand brain-behavior screen media activity relationships in ABCD data

Project Summary/Abstract Growing up in a media-saturated world, the current generation of children and adolescents spend on average 6- 9 hours each day on screen media activities (SMAs). Therefore, SMA is a topic of considerable concern in the USA and elsewhere. Given changes in digital technologies and their usage over the past several decades, there is a significant gap in our understanding of shorter- and longer-term impacts of SMA on brain-behavior relationships.

Long-range neuronal projections: circuit blueprint or stochastic targeting? Rigorous classification of brain-wide axonal reconstructions

ABSTRACT (PROJECT SUMMARY) The classification of neurons in the mammalian brain has long been a focus of intensive investigation in neuroscience. Neurons are widely recognized as the fundamental computational elements of the nervous system, and the broad diversity of their morphological, physiological, and molecular properties may provide crucial insights into their function and involvement in disease. Long-range axonal projections, in particular, are the quintessential determinants of network connectivity, providing a key nexus between cellular organization and circuit architecture.

From synapses to genes through morphology: an integrated characterization of cell types based on connectomics and transcriptomics data

Project Summary The goal of this project is to create a unified framework for understanding the relationship between neuronal gene expression and connectivity in mouse visual cortex, by using morphology as a key linking modality. There now exist publicly available large-scale data sets that measure both these modalities in mouse visual cortex. One dataset is a large set of Patch-seq experiments from single cells, which provide measurements of gene expression, electrophysiological properties and morphology for individual cells.

An Alignment Framework For Mapping Brain Dynamics and Substrates of Human Cognition Across Species

ABSTRACT The non-human primate (NHP) model is critical to the advancement of translational neuroscience, as it allows researchers to link observations regarding macroscale brain dynamics and cognition in the human to underlying meso- and microscale phenomena that cannot be fully investigated in humans. Importantly, the ultimate value of findings from the NHP for informing human models relies on the adequacy of methods for cross-species anatomical and functional alignment.

Export to:
A maximum of 400 records can be exported.