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144 results for “complex network”

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zenodo24/100

Interpretable Deep Convolutional Neural Network-based Surrogates for Complex Urban Hydrodynamic Modeling using Random Chaotic Rainfall

<p>This data is part of the article "Interpretable Deep Convolutional Neural Network-based Surrogates for Complex Urban Hydrodynamic Modeling using. Random Chaotic Rainfall "data for model training and validation, as well as a dynamic runoff range generated by DHMUrban</p>

opencc-by-4.0Jan 2024View details →
zenodo24/100

Graph neural networks for predicting metal–ligand coordination of transition metal complexes

<p>Supporting Information data for associated publication "Graph neural networks for predicting metal&ndash;ligand coordination of transition metal complexes".</p>

opencc-by-4.0Sep 2024View details →
dryad24/100

Data from: Surprising complexity of the ancestral apoptosis network

Apoptosis, one of the main types of programmed cell death, is regulated and performed by a complex protein network. Studies in model organisms, mostly in the nematode C. elegans, identified a relatively simple apoptotic network consisting of only a few proteins. However, analysis of several recently sequenced invertebrate genomes, ranging from the cnidarian sea anemone Nematostella vectensis, representing one of the morphologically simplest metazoans, to the deuterostomes sea urchin and amphioxus, contradicts the current paradigm of a simple ancestral network that expanded in vertebrates. Results Here we show that the apoptosome-forming CED-4/Apaf-1 protein, present in single copy in vertebrate, nematode, and insect genomes, had multiple paralogs in the cnidarian-bilaterian ancestor. Different members of this ancestral Apaf-1 family lead to the extant proteins in nematodes/insects and in deuterostomes, explaining significant functional differences between proteins that until now were believed to be orthologous. Similarly, the evolution of the Bcl-2 and caspase protein families appears surprisingly complex and apparently included significant gene loss in nematodes and insects and expansions in deuterostomes. Conclusion The emerging picture of the evolution of the apoptosis network is one of a succession of lineage-specific expansions and losses, which combined with the limited number of "apoptotic" protein families, resulted in apparent similarities between networks in different organisms that mask an underlying complex evolutionary history. Similar results are beginning to surface for other regulatory networks, contradicting the intuitive notion that regulatory networks evolved in a linear way, from simple to complex.

opencc-zeroDec 2006View details →
ClinicalTrials.gov24/100

Implementation of a Pilot Telerehabilitation Network in Pediatric Patients With Complex Neurodisabilities MedeaNeuroTelerehab-Net (MENTE.NET Study)

ClinicalTrials.gov study NCT06450717. IPD Sharing: Not stated. Countries: 1. Publications: 0.

restrictedIPD-UNDECIDEDFeb 2026View details →
geo24/100

A network-based framework to discover treatment-response-predicting biomarkers for complex diseases

GEO Series GSE261205. Homo sapiens. 12 samples. Type: Expression profiling by high throughput sequencing.

openGEO-OpenMar 2024View details →
geo24/100

The transcriptional networks governing the spatial regulation of RPE differentiation are regulated by the SWI/SNF complexes

GEO Series GSE210414. Mus musculus. 112 samples. Type: Expression profiling by high throughput sequencing.

openGEO-OpenAug 2023View details →
geo24/100

Minimum embedding dimension analysis uncovers reduced network complexity during neuronal differentiation in autism spectrum disorder

GEO Series GSE125020. Homo sapiens. 15 samples. Type: Expression profiling by high throughput sequencing.

openGEO-OpenMay 2020View details →
dryad24/100

Data from: Surprising complexity of the ancestral apoptosis network

Open the record for dataset details and reuse information.

publicDec 2007View details →
geo24/100

Next generation sequencing of A375 melanoma cell line revealed a complex regulatory network when IGFBP5 overexpressed

GEO Series GSE64693. Homo sapiens. 2 samples. Type: Expression profiling by high throughput sequencing.

openGEO-OpenJan 2016View details →
geo24/100

INO80 complex in the core regulatory network governing ESC self-renewal [728_subunits]

GEO Series GSE49251. Mus musculus. 10 samples. Type: Expression profiling by array.

openGEO-OpenMay 2014View details →
geo20/100

Combined Experimental and System-Level Analyses Reveal the Complex Regulatory Network of miR-124 during Human Neurogenesis [AGO2-RIP-Seq -miRNAs]

GEO Series GSE118302. Homo sapiens. 24 samples. Type: Expression profiling by high throughput sequencing.

openGEO-OpenOct 2018View details →
geo20/100

Identification of a complex genetic network involved in Saccharomyces cerevisiae colony morphology

GEO Series GSE36151. Saccharomyces cerevisiae; Schizosaccharomyces pombe. 18 samples. Type: Expression profiling by array.

openGEO-OpenApr 2012View details →
geo20/100

Cell cycle-dependent gene networks for cell proliferation activated by nuclear CK2 complexes

GEO Series GSE226778. Homo sapiens. 18 samples. Type: Genome binding/occupancy profiling by high throughput sequencing.

openGEO-OpenOct 2023View details →
geo20/100

Genome-Wide Analysis Revealed the Complex Regulatory Network of Brassinosteroid Effects in Photomorphogenesis

GEO Series GSE14788. Arabidopsis thaliana. 14 samples. Type: Expression profiling by array.

openGEO-OpenFeb 2010View details →
geo20/100

Mediator complex interaction partners organize the transcriptional network that defines neural stem cells

GEO Series GSE109043. Mus musculus. 4 samples. Type: Genome binding/occupancy profiling by high throughput sequencing.

openGEO-OpenApr 2019View details →
geo20/100

Combined Experimental and System-Level Analyses Reveal the Complex Regulatory Network of miR-124 during Human Neurogenesis.

GEO Series GSE118316. Homo sapiens. 138 samples. Type: Non-coding RNA profiling by high throughput sequencing; Expression profiling by high throughput sequencing.

openGEO-OpenOct 2018View details →
geo20/100

SR proteins control a complex network of RNA-processing events

GEO Series GSE63261. Drosophila melanogaster. 28 samples. Type: Other; Expression profiling by high throughput sequencing.

openGEO-OpenNov 2014View details →
geo20/100

Combined Experimental and System-Level Analyses Reveal the Complex Regulatory Network of miR-124 during Human Neurogenesis [AGO2-RIP-Seq]

GEO Series GSE118299. Homo sapiens. 24 samples. Type: Non-coding RNA profiling by high throughput sequencing.

openGEO-OpenOct 2018View details →
geo20/100

Combined Experimental and System-Level Analyses Reveal the Complex Regulatory Network of miR-124 during Human Neurogenesis [Timecourse RNA-Seq]

GEO Series GSE118307. Homo sapiens. 69 samples. Type: Expression profiling by high throughput sequencing.

openGEO-OpenOct 2018View details →
geo20/100

Community network analysis of complex microbial biofilms reveals characteristic microbial assemblages in health and disease

GEO Series GSE32159. Bacteria; Homo sapiens. 604 samples. Type: Non-coding RNA profiling by array.

openGEO-OpenSep 2011View details →

ScienceDex guides

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These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.

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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.

allen-brain-atlas
neuroscienceopenDocumentation, web resources, and API references are available online.
Last verified 2026-04-30Open record

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.

abode-home-cage
behavioral-neuroscienceopenThe DataShare record exposes download links for annotations, documentation, license text, and the zipped per-snippet data directory.
Last verified 2026-04-30Open record

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.

dandi-nwb
electrophysiologyopenPublished Dandiset metadata and archive endpoints are available through the production DANDI API.
Last verified 2026-04-30Open record

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.

ibl
behavioral-neuroscienceopenPublic sessions can be searched and loaded from the IBL public data server through ONE.
Last verified 2026-04-29Open record

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.

openneuro
neuroscienceopenPublished datasets are available on demand over the internet.
Last verified 2026-04-29Open record