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1,481 results for “data processing”
Vibrational-EELS Dataset and data processing routine (Jupyter Notebook) (Laforet et al.)
<p>Contains all the vibrational-EELS data presented in the article, accompanied with the python HyperSpy processing routine used (Jupyter Notebook). </p>
Neural and behavioral data from: A dynamic sequence of visual processing initiated by gaze shifts
<p>Animals move their head and eyes as they explore and sample the visual scene. Previous studies have demonstrated neural correlates of head and eye movements in rodent primary visual cortex (V1), but the sources and computational roles of these signals are unclear. We addressed this by combining measurement of head and eye movements with high density neural recordings in freely moving mice. V1 neurons responded primarily to gaze shifts, where head movements are accompanied by saccadic eye movements, rather than to head movements where compensatory eye movements stabilize gaze. A variety of activity patterns immediately followed gaze shifts, including units with positive, biphasic, or negative responses, and together these responses formed a temporal sequence following the gaze shift. These responses were greatly diminished in the dark for the vast majority of units, replaced by a uniform suppression of activity, and were similar to those evoked by sequentially flashed stimuli in head-fixed conditions, suggesting that gaze shift transients represent the temporal response to the rapid onset of new visual input. Notably, neurons responded in a sequence that matches their spatial frequency preference, from low to high spatial frequency tuning, consistent with coarse-to-fine processing of the visual scene following each gaze shift. Recordings in foveal V1 of freely gazing head-fixed marmosets revealed a similar sequence of temporal response following a saccade, as well as the progression of spatial frequency tuning. Together, our results demonstrate that active vision in both mice and marmosets consists of a dynamic temporal sequence of neural activity associated with visual sampling.</p>
Model version, input data, results, and processing scripts for Speizer et al., "Rapid implementation of mitigation measures can facilitate decarbonization of the global steel sector in 1.5°C-consistent pathways"
<p>Includes the files needed to run the scenarios, analyze the outputs, and produce the figures for Speizer et al., "Rapid implementation of mitigation measures can facilitate decarbonization of the global steel sector in 1.5°C-consistent pathways." </p>
Processed data for: Co-registration of heading to visual cues in retrosplenial cortex
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Data and code to replicate: Diet analysis using generalized linear models derived from foraging processes using R package mvtweedie
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Data from: Complex evolutionary processes maintain an ancient chromosomal inversion
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Data from: A process to enhance germination of a wild pennycress variety
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Data from: Severity of topsoil compaction controls the impact of skid trails on soil ecological processes
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Data from: Habitat heterogeneity overrides local processes to drive the species-area relationship of benthic macroinvertebrates in shallow floodplain lakes
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Data from: seasonal patterns and processes of migration in a long-distance migratory bird: energy or time minimization?
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Data from: Multifactorial processes underlie parallel opsin loss in neotropical bats
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Data from: The induction of the fibroblast extracellular senescence metabolome is a dynamic process
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Data for: A spatially explicit trait-based approach uncovers changes in assembly processes under warming
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Data from: Biological processes underpin the persistence of dryland productivity following extreme wet years
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Quantification of uncertainties introduced by data-processing procedures of sap flow measurements using the cut-tree method on a large mature tree
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Data from: Biogenic origin of secondary eggshell units in dinosaur eggshells elucidates lost biomineralization process in maniraptoran dinosaurs
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Data from: Punctuated versus gradual shifts in the multivariate evolutionary process: a test with paired radiations of scincid lizards
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Anonymized source data files for figures in: Recurrent processes support a cascade of hierarchical decisions
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Data from: Counting chicks before they hatch: Extending the observed lifetime to better characterise evolutionary processes in the wild
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Data from: Developmental lead exposure has mixed effects on butterfly cognitive processes
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ScienceDex guides
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These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.
Allen Brain Atlas
Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.
Annotated Behaviour and Observability Dataset (ABODe)
ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.
DANDI Archive for NWB datasets
DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.
International Brain Laboratory public data
The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.
OpenNeuro
OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.