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https://github.com/chenxinfeng4/ArControl

Software tool as Arduino UNO/Mega based, visual programming and real-time behavioral platform for neuroscience. It can run Go/No-Go, 2AFPC and Optogenetic stimulation tasks. Stand alone and intuitive Gaphical User Interface application.Part of ArControl system.

Proper citation: ArControl (RRID:SCR_021605) Copy   

•   Source: SciCrunch Registry

https://github.com/bonvision

Open source software package for creating and controlling visual environments.Software package for Bonsai which allows for control of 2D and 3D environments.

Proper citation: BonVision (RRID:SCR_021534) Copy   

•   Source: SciCrunch Registry

https://github.com/cosanlab/facesync

Open source software Python toolbox which automatically synchronizes recorded facial expressions to videos and events such as social interactions.Framework for recording facial expressions with head mounted cameras.

Proper citation: FaceSync (RRID:SCR_021396) Copy   

•   Source: SciCrunch Registry

https://github.com/UmSenhorQualquer/d-track/blob/master/docs/source/index.rst

Software package to track object in 3D based on 3D schematics of scene.Semi automatic 3D video tracking technique to analyse movements and routines of aquatic animals with application to captive dolphins.

Proper citation: D-Track (RRID:SCR_021394) Copy   

•   Source: SciCrunch Registry

https://github.com/alexcwsmith/PiRATeMC

Software data management pipeline for camera synchronization and combined data directories.

Proper citation: Pi-based Remote Acquisition Technology for Motion Capture (RRID:SCR_022327) Copy   

•   Source: SciCrunch Registry

https://github.com/wehr-lab/autopilot

Software tool as open source Python framework for behavioral neuroscience that distributes experiments over networked swarms of Raspberry Pis. Toolkit of flexible modules to design experiments without rigid programming and API limitations.

Proper citation: AutoPilot (RRID:SCR_021518) Copy   

•   Source: SciCrunch Registry

https://github.com/jgraving/DeepPoseKit

Software toolkit with high level API for 2D pose estimation of user defined keypoints using deep learning.Written in Python and built using Tensorflow and Keras.Method for pose estimation developed by behavioral scientists at the Max Planck Institute of Animal Behavior.

Proper citation: DeepPoseKit (RRID:SCR_021405) Copy   

•   Source: SciCrunch Registry

https://github.com/DrCoffey/DeepSqueak

Software MATLAB package for high throughput ultrasonic vocalizations detection, classification, and analysis.

Proper citation: DeepSqueak (RRID:SCR_021524) Copy   

•   Source: SciCrunch Registry

https://github.com/lambdaloop/anipose

Software package for 3D pose estimation. Uses DeepLabCut for 2D tracking and uses triangulation methods to project pose estimations into three dimensions.Toolkit for robust markerless 3D pose estimation.

Proper citation: Anipose (RRID:SCR_023041) Copy   

•   Source: SciCrunch Registry

https://CRAN.R-project.org/package=Rtrack

Software R package for analysis of paths from spatial tracking experiments such as Morris water maze and calculation of goal finding strategies. Used for in depth analysis of tracking coordinates from video.

Proper citation: Rtrack (RRID:SCR_023025) Copy   

•   Source: SciCrunch Registry

https://github.com/helioalexandre/MouBeAT

Software package to analyze different behavioral tests in rodents semi-automatically. These tests include Open Field (OF), Elevated Plus Maze (EPM), Y-maze (YM) test and Morris Water Maze (MWM).

Proper citation: Mouse Behavioral Analysis Toolbox (RRID:SCR_023291) Copy   

•   Source: SciCrunch Registry

https://github.com/HanLabBU/micro-control-final

Teensy microcontroller based interface for optical imaging camera control during behavioral experiments.

Proper citation: Teensy-Based Interface (RRID:SCR_021602) Copy   

•   Source: SciCrunch Registry

https://github.com/bonsai-rx/bonsai

Software tool as event based framework for processing and controlling data streams. Open source software tool as visual language for reactive programming.Used for composing reactive and asynchronous data streams coming from video cameras, microphones, electrophysiology systems or data acquisition boards.

Proper citation: Bonsai (RRID:SCR_021512) Copy   

•   Source: SciCrunch Registry

https://github.com/mne-tools/mne-cpp

Software tool for real time processing of electrophysiological data.

Proper citation: MNE Scan (RRID:SCR_021530) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/robotic-flower-system-bee-behavior/

Portal provides system of robotic artificial flowers to study bumble bee behavior. System is designed to capture data when animal is feeding by placement of IR beams that are broken when engaged on flowers feeding mechanism and sends data to control unit.Developed by University of Oulu in Finland scientists. System includes control unit, separate artificial flowers, and personal computer. Control unit is to handle electronics of flowers, collect data from them, and to send data to computer. Flowers contain infrared sensor, their associated electronics, and electromechanical device that offers small, precise amount of sugar solution from reservoir. Computer runs software that controls refilling rate and data collection via the control unit. Circuit diagrams, parts list, and control software and source code are available in paper supplemental information.

Proper citation: Robotic Flower System for Bee Behavior project (RRID:SCR_021584) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/training-mesoscale-imaging/

Project to build and use new generation of home cages with emphasis on training for simple headfixed tasks during simultaneous autonomous acquisition of mesoscale brain imaging data. Homecage platform for automated task training and mesoscale brain imaging for mice developed by University of British Columbia scientists.

Proper citation: Homecage Task Training and Mesoscale Imaging project (RRID:SCR_021580) Copy   

•   Source: SciCrunch Registry

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

Portal provides system capable of frame differencing, color tracking, marker tracking, face detection, eye tracking, person detection (with TensorFlow Lite), and more. Supports very easy to use GUI, the OpenMV IDE.

Proper citation: OpenMV project (RRID:SCR_021579) Copy   

•   Source: SciCrunch Registry

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

Portal provides open source circuit for microwire tetrode gold plating. Circuit includes impedance meter and current generator for tetrode gold plating. Developed by University of Toyama scientist.

Proper citation: Tetroplater (RRID:SCR_021578) Copy   

•   Source: SciCrunch Registry

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

Portal provides open hardware used in labs for administering picoliters of liquid to biological samples. Pressure ejection system developed by University of Sussex scientist for reliably delivering picolitre volumes.

Proper citation: OpenSpritzer (RRID:SCR_021575) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/pulse-pal/

Portal provides open source, low cost, programmable pulse train generator for physiology and behavior. Device allows users to create and trigger software defined trains of voltage pulses with high temporal precision. Arduino powered device that generates precise sequences of voltage pulses for neural stimulation and stimulus control. Controlled either through its APIs in MATLAB, Python and C plus plus, or as stand-alone instrument using its oLED screen and clickable thumb joystick.

Proper citation: Pulse Pal project (RRID:SCR_021576) Copy   

•   Source: SciCrunch Registry