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ZENODO
Dataset . 2022
License: CC BY
Data sources: Datacite
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
ZENODO
Dataset . 2022
License: CC BY
Data sources: ZENODO
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
ZENODO
Dataset . 2022
License: CC BY
Data sources: Datacite
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Neural motif discovery manuscript reports

Authors: Tseng, Alex;

Neural motif discovery manuscript reports

Abstract

This repository holds the supplementary data for the motif and motif-syntax/grammar discovery tool in the associated manuscript. reports.tar.gz Contains the motif and motif-syntax/grammar analysis reports as HTML files for all analyzed transcription factors (TFs). See included README for more details. models.tar.gz Contains the fine-tuned models. Each TF, this includes the fine-tuned single-task profile model for each task/experiment, and the fine-tuned multi-task profile model over all experiments. motifs.tar.gz Contains the motifs discovered by TF-MoDISco on each profile model, for both the profile and counts heads. This includes the PFM, the CWM, and eCWM. This also includes the motifs that have been merged across the profile/counts heads (i.e. `cpmerged`). motif_hits.tar.gz For each experiment, motif instances were called using FiNeMo on the best-performing model. Motif instances are either called for the profile head, count head, or merged across both heads. Each subdirectory includes: 1) the collapsed and filtered motif instances; 2) the set of peaks for which they come from; 3) a file matching motif instances to their peaks; 4) the co-occurrence of multiple motifs in peaks; and 5) the distance distribution of motif pairs which significantly co-occur. Unless stated otherwise, collapsing is done over all motif patterns.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
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