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https://edspace.american.edu/openbehavior/project/sipec/

Software pipeline for video analysis. Deep learning Swiss knife for behavioral data analysis.Performs segmentation, identification, pose-estimation and classification of complex behaviour. Used for analysis of behavior of multiple animals in complex environments.

Proper citation: SIPEC (RRID:SCR_022364) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/timed-pressure-control/

System uses Arduino microcontroller to control relay module that operates solenoid valve which all sit in 3D printed housing. Solenoid works in conjunction with flowmeter regulator to allow for controlled flow of pressurized air into target. Timing of distensions is controlled via either custom Python based UI, or by triggered TTL pulse.Timed pressure control hardware and software used for delivery of air mediated distensions in animal models.

Proper citation: Timed pressure control hardware and software for delivery of air mediated distensions in animal models (RRID:SCR_022363) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/mmop/

Software tool as multi subject keypoint detection library for real time pose estimation.Used to track behavior of monkeys in natural environments, without disrupting their typical pattern of behavior. Deep learning software system for body, face, hands, and foot estimation in monkeys.

Proper citation: OpenPose (RRID:SCR_022362) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/trex/

Open source animal tracking software tool. Used to visually track movement of multiple animals at once.

Proper citation: TRex (RRID:SCR_022361) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/dlstream/

Software tool enables closed loop behavioral experiments using deep learning based markerless, real time posture detection.Closed loop behavioral experiment toolkit using pose estimation of body parts.

Proper citation: DLStream (RRID:SCR_022359) Copy   

•   Source: SciCrunch Registry

https://github.com/LINCellularNeuroscience/VAME

Software Python tool to cluster behavioral signals obtained from pose estimation tools. Unsupervised probabilistic deep learning framework capable of finding behavioral motifs in pose estimation data. Capable of augmenting quantitative behavioral analyses of data derived from standard pose-estimation software packages. Written based on core functions from DeepLabCut, and readily works with pose data from that package. Can also work with data from other pose estimation packages such as SLEAP.

Proper citation: Variational Embedding of Animal Motion (RRID:SCR_022477) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/pyneal/

Open source software package to support rt-fMRI via data in formats generated by Siemens, Philips, and GE. Used to support real time functional magnetic resonance imaging.

Proper citation: Pyneal (RRID:SCR_022333) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/oortt/

Software Pyton scripts to run computerised task of Reaction Time. Scripts, together with their instructions and scoresheets.Used for assessment of RTs that is freely available, compatible with all operating systems, without license and activation costs, and based on open source software platform.

Proper citation: OORTT (RRID:SCR_022331) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/autostereota/

Automated surgical instrument for brain tissue aspiration.Instrument for microendoscope implantation. Utilizes robotic control of needle connected to vacuum pump to aspirate brain tissue. System consists of robotic surgical instrument built around commercially available stereotaxic instrument and open source MATLAB-based GUI for control.

Proper citation: AutoStereota (RRID:SCR_022330) Copy   

•   Source: SciCrunch Registry

http://ireceptor.irmacs.sfu.ca/

Data discovery platform that facilitates curation, analysis and sharing of antibody/B-cell and T-cell receptor repertoires from multiple labs and institutions. Used to increase value of data through sharing with community. Platform for querying and analyzing antibody/B-cell and T-cell receptor repertoire data across federated repositories.

Proper citation: iReceptor (RRID:SCR_022294) Copy   

•   Source: SciCrunch Registry

https://www.lens.org

Portal to search, analyze and manage patent and scholarly data. Serves global patent and scholarly knowledge as public good to inform science and technology enabled problem solving.

Proper citation: Lens (RRID:SCR_022293) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/piratemc/

Open source video recording system for acquiring video data that is scalable, flexible, and affordable.Utilizes Raspberry Pi (RPi) miniature computer and 8-megapixel Camera Board that allows for greater manipulation of recording parameters. System may be accessed on GitHub.

Proper citation: Pi-based Remote Acquisition Technology for Motion Capture project (RRID:SCR_022325) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/raspi-aud-generator/

Stimulation system for auditory EEG experiments using Raspberry Pi3 B+ board, HiFiBerry audio card to enhance sound quality and trigger tone latency, and custom Python library to generate auditory stimuli.

Proper citation: Raspberry Pi based auditory stimulus generator (RRID:SCR_022343) Copy   

•   Source: SciCrunch Registry

https://www.erim.eur.nl/research-support/meta-essentials/

Software tool for meta analysis. Facilitates integration and synthesis of effect sizes from different studies. Consists of set of workbooks designed for Microsoft Excel that automatically produces all required statistics, tables, figures, and more.

Proper citation: Meta Essentials (RRID:SCR_022464) Copy   

•   Source: SciCrunch Registry

https://github.com/earnestt1234/SipperViz

Software Python GUI for graphing measures of liquid ingestion in rodents from Sippers. Python GUI for visualizing Sipper data.

Proper citation: SipperViz (RRID:SCR_022463) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/aba/

Software semi automated brain atlas based analysis pipeline for c-Fos immunohistochemical data. Used to analyze c-Fos in multiple brain regions simultaneously.

Proper citation: Atlas Based Analysis (RRID:SCR_022339) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/flybrainlab/

Interactive software for visualizing and uncovering function of circuits created from large scale fruit fly brain data. Interactive computing platform for studying function of executable circuits constructed from fruit fly brain data.

Proper citation: FlyBrainLab (RRID:SCR_022337) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/dbscorer/

Open source, MATLAB based software for forced swim test and tail suspension test video analysis.

Proper citation: DBscorer (RRID:SCR_022334) Copy   

•   Source: SciCrunch Registry

https://www.bdbiosciences.com/en-us/products/instruments/flow-cytometers/research-cell-analyzers/bd-facsymphony-a5-se

Flow cytometer gains full visible spectrum coverage to collect all light emitted without need for filter changes, increasing dye flexibility and number of simultaneous colors. Uses unmix spectral data live in BD FACSDiva Software while retaining familiar compensation workflow. May improve resolution of difficult cells and populations using autofluorescence unmixing.

Proper citation: BD Biosciences: FACSymphony A5 SE Cell Analyzer (RRID:SCR_022674) Copy   

•   Source: SciCrunch Registry

https://www.scireq.com/flexivent/

System for small animal pulmonary function. Used for in vivo respiratory mechanics measurements. Goes beyond traditional resistance and compliance mechanics of pulmonary ventilation, and captures details about mechanical properties of conducting airways, terminal airways and parenchyma. Achieves sensitivity and reproducibility by precisely controlling experimental conditions.

Proper citation: SciReq: flexiVent system (RRID:SCR_022673) Copy   

•   Source: SciCrunch Registry