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

Project for markerless pose estimation of user defined body parts with deep learning.

Proper citation: DeepLabCut Project (RRID:SCR_021398) Copy   

•   Source: SciCrunch Registry

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

Project related to motion tracking of specimen in open field. Provides software tool for motion tracking.Used to track path of object of interest in live feed from camera or recorded video. Used to track rodents in open field maze as well as retina of mice.New version of Pyper allows to customise image processing to track different kind of objects.

Proper citation: Pyper project (RRID:SCR_021431) Copy   

•   Source: SciCrunch Registry

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

Project related to videographic processing of head fixed rodent behaviors. Provides software toolbox for unsupervised video analysis of rodent behavior.

Proper citation: FaceMap project (RRID:SCR_021428) Copy   

•   Source: SciCrunch Registry

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

Project related to distraction free behavioral acquisition. Provides imaging setup for distraction free behavioral acquisition with automated tracking using open source ImageJ software and workflow for extraction of behavioral endpoints of zebrafish. Used for online tracking of larval zebrafish at high framerates.Provides user interface to run experiments as well as flexible design to allow definition of arbitrary open- and closed- loop experiments.

Proper citation: ZebraTrack project (RRID:SCR_021429) Copy   

•   Source: SciCrunch Registry

https://github.com/BrettHewitt/ART

Software tool to automatically track rodent position and movement.Used to track head movements, body movements and also aspects of body size. It is able to identify certain behaviours from video footage too, such as rotations, moving forwards, interacting with objects and staying still.

Proper citation: Automated Rodent Tracker (RRID:SCR_021510) Copy   

•   Source: SciCrunch Registry

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

Project about synchronizing video and neural signals. Provides software Python toolbox for interactive characterization in neuroscience.Software tool used to review and annotate signal data synchronized with video, performs simple initial analyses including signal filtering and spike detection, supports variety of file formats.

Proper citation: neurotic project (RRID:SCR_021403) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/deepfly3d/

Project related to deep learning based pose estimator for studying how neural circuits control limbed behaviors in tethered Drosophila. Includes Deep Fly image annotation tool for pose estimation and to permit further correction of 2D pose estimates, which are automatically converted to 3D pose.

Proper citation: DeepFly3D project (RRID:SCR_021400) Copy   

•   Source: SciCrunch Registry

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

Project features single board real time input/output system including touch sensing joysticks to quantify mouse forelimb trajectories with micron millisecond spatiotemporal resolution, which resolves mouse forelimb kinematics and further allows extraction of primitives. Joystick increases spatial precision, and reduces displacement force. Joystick is then integrated into automated home cage system to train mice in center out reach task.

Proper citation: RodentJoystick (RRID:SCR_023482) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/?s=pyPhotometry

Open source Python based hardware and software for fiber photometry data acquisition. System includes compact, low cost, data acquisition board built around Micropython microcontroller, and cross platform graphical user interface for controlling acquisition and visualising signals. Can acquire two analog and two digital signals, and control two external LEDs via built in LED drivers. Time division multiplexed illumination allows independent readout of fluorescence evoked by different excitation wavelengths from single photoreceiver signal.

Proper citation: pyPhotometry (RRID:SCR_022940) Copy   

•   Source: SciCrunch Registry

https://github.com/compsy/ACTman/

Software R library to automate labor intensive actigraphy data preprocessing and analyses steps while improving transparency, reproducibility, and scalability over software suites traditionally used in actigraphy research practice. Provides streamlined preprocessing while validating circadian rhythm and sleep analysis.

Proper citation: ACTman (RRID:SCR_023119) Copy   

•   Source: SciCrunch Registry

https://github.com/PeyracheLab/pynapple

Software object oriented, lightweight and standalone Python toolbox for neural data analysis. Its core features five versatile timeseries objects from Pandas library, allowing it the versatility to be used with most raw neuroscience data types and produce some common analysis forms.

Proper citation: Pynapple (RRID:SCR_023312) Copy   

•   Source: SciCrunch Registry

https://github.com/aspence/tmilltracker

Open source computer vision controlled treadmill system for small running animals such as insects and mice. Treadmill is controlled by Python software, allowing for flexible control of video tracking parameters, behavioral triggers, distance ran, and feedback. Used for studying locomotor behavior.

Proper citation: tmilltracker (RRID:SCR_023511) Copy   

•   Source: SciCrunch Registry

https://www.sciencedirect.com/science/article/pii/S2352289523000061

Open source automated platform for assessing working memory and prefrontal circuit function. Designed for automated, high-throughput assessments of working memory and simultaneous two-photon imaging in chronic stress studies. Physiology compatible behavioral platform designed specifically for studying circuit mechanisms underlying working memory and related cognitive functions in chronic stress states.

Proper citation: Automated 2 Photon Imaging Compatible Platform for Assessing Working Memory (RRID:SCR_023463) Copy   

•   Source: SciCrunch Registry

https://www.instructables.com/3D-Printed-Syringe-Pump-Rack/

System includes 3D Printed Syringe Pump Rack composed by 5 Syringe Pumps to have 2 continuous flow systems and one remaining pump. Syringe Pump is used to gradually administer small amounts of fluid to patient or for use in chemical and biomedical research. Main features include Open hardware/software, Extremely compact size ( 7cm movement range ), High precision lead screw and nut, Simple to use (command line interface), Simple to replicate, Minimal clean Design.

Proper citation: 3D Printed Multi Pump System (RRID:SCR_023575) Copy   

•   Source: SciCrunch Registry

https://github.com/JosePardoVazquez/RatHeadphones

Repository for highly controlled sound presentation in freely moving rats. Provides all necessary information for building, adjusting, and using Ratphones to reliably present auditory stimulation to freely moving rats. Used for 3D printing of headphones designed for auditory psychophysics in behaving rats.

Proper citation: RatHeadphones (RRID:SCR_023667) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/dual-port-lick-detector/

Project related to measuring licking behavior in mice.System includes device used for both real time measurement and manipulation of licking behavior in head fixed mice. System provides distribution package for Dual Port Lick Detector.Package includes files relevant to building lick detector.

Proper citation: Dual port Lick Detector project (RRID:SCR_021454) Copy   

•   Source: SciCrunch Registry

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

Project related to wireless controlled optogenetic stimulation. Provides system for wireless optogenetic stimulation developed in Karpova Lab with ability to be customized.Features Cerebro,rechargeable, battery powered wireless receiver;head implant containing optical fibers and two independent laser diodes; base station for transmitting radio signals to Cerebro, controlled by Windows computer via USB or by TTL; charging dock; and Xavier, user friendly GUI for sending and logging base station commands.

Proper citation: Cerebro Wireless Optogenetic System project (RRID:SCR_021474) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/4-port-nose-poke/

Portal provides open source nose poke system utilizing Arduino microcontroller, several low cost electronic components, and PVC behavioral arena. System developed by University of Basel scientists for use in behavior experiments.

Proper citation: 4 Port Nose Poke (RRID:SCR_021592) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/open-source-platform-sensory-tasks/

Project related to report animal decision in response to stimulus.Includes software tool as Arduino and Python based platform for Go or No Go sensory task to report animal decision in response to stimulus provided by University of Melbourne, Melbourne, VIC, Australia scientists.

Proper citation: Open Source platform for Sensory Tasks project (RRID:SCR_021468) Copy   

•   Source: SciCrunch Registry

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

Software tool to extract relevant features from images and use time series of these features to classify whether given behavior is present in each frame of video recording.machine learning pipeline for supervised behavior classification from raw pixels. Performs action recognition ,automated behavior classification, over frames. Used for automated behavior classification to detect and track behavior over time.

Proper citation: DeepEthogram (RRID:SCR_022355) Copy   

•   Source: SciCrunch Registry