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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/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

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://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://edspace.american.edu/openbehavior/project/modular-led-displays/

Provides customized display systems used in neuroscientific studies in insects and other small animals. System includes custom built modular LED panels and software. LED panels of various sizes can be arranged/grouped in different shapes for diverse setups. System provides millisecond refresh, precise synchronization, customizable color combinations, and varied display configurations and addresses most technical challenges of small animal vision experiments and is thoroughly documented for replicability.

Proper citation: Modular LED Displays project (RRID:SCR_022704) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/pi-usb-cam/

Project related to video recording.Provides system for high throughput video capture. Pi USB Cam system includes low cost Raspberry Pi microcomputer, DIY electronics peripherals, freely available open-source firmware, and custom 3D-printed casings.

Proper citation: Pi USB Cam project (RRID:SCR_022834) Copy   

•   Source: SciCrunch Registry

https://github.com/Whitlock-Group/HERBS

Open source, extendable, intuitive and interactive software platform for image visualisation and image registration. Python based GUI for histological E-data registration in brain space.

Proper citation: Histological E data Registration in rodent Brain Spaces (RRID:SCR_022776) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/3d-printed-superfusion-chamber/

Project consists of suite of 3D-printed tools including superfusion chamber with independent brain presser and animal stand. Modular device that facilitates transfer of pharmacological agents and brain access for electrodes and/or lenses for imaging. Provides stable conditions for electrophysiological and neuroimaging recordings. Device can be print either in-house or through 3d-printing service.

Proper citation: 3D Printed Superfusion Chamber (RRID:SCR_022901) Copy   

•   Source: SciCrunch Registry

https://github.com/spoonsso/dannce

Convolutional neural network that calculates 3D positions of user-defined anatomical landmarks on behaving animals from videos taken at multiple angles. Works on recorded video data from multiple cameras. Used for 3D markerless pose estimation and tracking.

Proper citation: DANNCE (RRID:SCR_023061) Copy   

•   Source: SciCrunch Registry

https://github.com/KravitzLab/fed/wiki

Flexible open-source device for measuring feeding behavior. FED measures food intake in mice. It is battery powered and designed to be used in rodent colony caging.Home cage-compatible feeding system that measures food intake with high accuracy and temporal resolution. FED offers alternative to commercial feeders, with convenience of use in tradition colony rack caging.

Proper citation: Feeding Experimentation Device project (RRID:SCR_015942) Copy   

•   Source: SciCrunch Registry

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

Portal related to biomedical signals.Provides wearable data acquisition device with special focus on biomedical signals such as heart activity (ECG), muscle activity (EMG) and brain activity (EEG).Open source high precision bluetooth data acquisition device.

Proper citation: Attys project (RRID:SCR_021461) Copy   

•   Source: SciCrunch Registry