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ShareScore release 0.9.0
Dataset results
23 results for “Time Representation”
Data from: Novel Fourier quadrature transforms and analytic signal representations for nonlinear and non-stationary time series analysis
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SITS-Former: A pre-trained spatio-spectral-temporal representation model for Sentinel-2 time series classifcation
<p>This is the unlabeled dataset we introduced in the presented paper '<strong>SITS-Former: A pre-trained spatio-spectral-temporal representation model for Sentinel-2 time series classifcation</strong>'. This dataset can be used to pre-train a specified deep learning model (such as SITS-Former, CNN-Transformer, ConvLSTM. etc) for patch-based Sentinel-2 time series classification. </p> <p>In this dataset, each sample corresponds to an unlabeled image patch time series, which is stored as a separate numpy file named '<em>unlabeled_XXX.npz</em>'. You can use '<em>np.load</em>' to open a saved '<em>.npz</em>' file and get two arrays (querid by "ts" and "doy") from the returned dictionary. The code will be released at <em>https://github.com/linlei1214/SITS-Former</em> soon.</p>
Multisensory representations of space and time in sensory cortices
<p>The dataset contains the mean ERPs values of each participant, divided as follows: bisection (i.e., kind of bisection task, spatial or temporal), stimulus (i.e., S1 or S2), condition (i.e., 1sc: short distance between S1 and S2, 1sl: long distance between S1 and S2), roi (i.e., O1, O2, T7 or T8 electrodes). </p>
ScienceDex guides
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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.