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

Project related to composing reactive and asynchronous data streams coming from video cameras, microphones, electrophysiology systems or data acquisition boards. Provides open source software tool as visual language for reactive programming.

Proper citation: Bonsai project (RRID:SCR_021443) Copy   

•   Source: SciCrunch Registry

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

Project related to behavior tracking and analysis. Provides deep learning toolbox that automates taking high speed quality video to track behavior in rodents and humans.

Proper citation: DeepBehavior project (RRID:SCR_021387) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/worm-behavior-platform/

Project related to sharing worm tracking data and analysis routines.Open access repository for storing, accessing, filtering data and analysis.

Proper citation: Worm Behavior Platform project (RRID:SCR_021420) Copy   

•   Source: SciCrunch Registry

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

Collection of tools to do video analysis in behavioral neuroscience applications.Offers open source software tools including SLEAP, LEAP and MotionMapper.

Proper citation: SLEAP, LEAP and MotionMapper project (RRID:SCR_021383) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/idtracker-ai/, https://idtrackerai.readthedocs.io/en/latest/

Project related to tracking individual animals in large collective groups.Provides algorithm and software for tracking individuals in large collectives of unmarked animals.Tracks animal identification and tracks when animals touch or cross paths in front of one another.

Proper citation: idtracker.ai project (RRID:SCR_021417) Copy   

•   Source: SciCrunch Registry

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

Project related to calcium imaging.Provide open source tool for combined analysis of head mounted calcium imaging and behavior. Used to analyze imaging data from head mounted microscopes simultaneously with behavioral data.

Proper citation: Calcium ActiVity Explorer project (RRID:SCR_021419) Copy   

•   Source: SciCrunch Registry

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

Project related to high speed tracking of animals.Provides software tool for tracking organisms.Can handle one or several animals in one or several environments.Used for fish, insects, rodents, etc.

Proper citation: ToxTrac project (RRID:SCR_021424) Copy   

•   Source: SciCrunch Registry

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

Portal provides tools for investigating visuomotor integration specific to high speed kinematic tracking in small model organisms in closed loop experiments. University of Toronto scientists developed suite of Bonsai modules for specifically tracking and analyzing zebrafish movements and integrating these data with closed-loop experiments. BonZeb modules can also be used in an open-loop fashion for collecting, analyzing, and integrating data from multiple sources in real time, or from offline sources for batch processing of pre-recorded data.

Proper citation: BonZeb project (RRID:SCR_021388) Copy   

•   Source: SciCrunch Registry

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

Project is related to working with atlas data from multiple species on common platform.Provides collection of Python tools for working with atlas data from multiple species on common platform and for morphological analyses in systems neuroscience.

Proper citation: BrainGlobe project (RRID:SCR_021481) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/toolboxes-ephys-analysis/

Portal includes compared several toolboxes for spike and LFP analysis, connectivity analysis, dimensionality reduction, and generalized linear modeling. Discussion about major features of software available for Python and MATLAB including Brainstorm, Chronux, Elephant, FieldTrip, gramm, Spike Viewer, and SPIKY. They include succinct tables for assessing system and program requirements, quality of documentation and support, and data types accepted by each toolbox.

Proper citation: Toolboxes for Spike and LFP Analysis project (RRID:SCR_021478) Copy   

•   Source: SciCrunch Registry

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

Project related to time series calcium imaging evaluation and pre-processing. Included open source graphical viewer for time series calcium imaging evaluation and pre-processing is provided by Swedish University scientists .

Proper citation: Scintillate project (RRID:SCR_021479) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/wave-surfer/

Project related to neurophysiology data acquisition and analysis.Included open source software application for neurophysiology data acquisition and analysis is provided by Howard Hughes Medical Institute Janelia Research Campus scientists. Program is based in MatLab, and evolved from earlier open source software package called Ephus.

Proper citation: Wave Surfer project (RRID:SCR_021476) Copy   

•   Source: SciCrunch Registry

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

Project related to calcium imaging.Provides software library, CaImAn, for one and two-photon Calcium Imaging data Analysis.

Proper citation: Calcium Imaging data Analysis project (RRID:SCR_021477) Copy   

•   Source: SciCrunch Registry

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

Project related to creating and controlling visual environments.Provided open source software package for creating and controlling visual environments was developed by University College London scientists.

Proper citation: BonVision project (RRID:SCR_021491) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/open-source-whisking-video-database/

Portal provides shared database of videos featuring juvenile and adult male rats and adult male mice exploring stationary objects.This dataset includes wide variety of experimental conditions including genetic, pharmacological, and sensory deprivation interventions to explore how active sensing behavior is modulated by different factors. Database of high speed videos of whisking behavior in freely moving rodents.Open source high speed infrared videography database to study principles of active sensing in freely navigating rodents.

Proper citation: Open Source Whisking Video Database portal (RRID:SCR_021404) Copy   

•   Source: SciCrunch Registry

https://github.com/NeLy-EPFL/DeepFly3D

Software tool as PyTorch and PyQT5 implementation of 2D-3D tethered Drosophila pose estimation. Image annotation tool used for pose estimation and appendage tracking. Provides interface for pose estimation and to permit further correction of 2D pose estimates, which are automatically converted to 3D pose.

Proper citation: DeepFly3D (RRID:SCR_021402) Copy   

•   Source: SciCrunch Registry

https://github.com/CaT-zTools/CaT-z_Software

Software tool for 3D tracking and automatic classification of rodent behavior. Used for acquisition, annotation, and automatic behavioral profile characterization of laboratory rodents' RGB-D videos. Utilizes video segmentation, tracking of body parts, and automated classification of behaviors through machine learning and computer vision methods. Setup uses low costing RGB-D cameras for tracking behaviors in various environments. Software includes GUI interfaces for video acquisition, annotation, and processing of behavioral data. Software is capable of automated behavior detection with only 30 minutes of annotated video.

Proper citation: CaT-z (RRID:SCR_023399) Copy   

•   Source: SciCrunch Registry

https://github.com/KumarLabJax/JABS-behavior-classifier

Video based phenotyping platform for laboratory mouse. Provides complete details of software and hardware, including 3D designs used for data collection. Data acquisition system consists of video collection hardware and software, behavior labeling and active learning app, and online database for sharing classifiers. Hardware and software solution collects high quality data for behavior analysis.

Proper citation: JAX Animal Behavior System (RRID:SCR_023721) Copy   

•   Source: SciCrunch Registry

https://www.eneuro.org/content/9/5/ENEURO.0099-22.2022

Open source modular apparatus to produce guide cannulas exploiting 3D printing technology. Step by step procedure to realize hippocampal guide cannulas. 3D-printed guide cannula implant, as well as rotary tool based cutting station for fabrication of cannulae. Useful to conduct research in all the fields where access to brain areas is needed.

Proper citation: Customized Guide Cannulas (RRID:SCR_023941) Copy   

•   Source: SciCrunch Registry

https://github.com/bkntr/brainways

Open source software that automatically registers coronal slices and quantifies fluorescent markers. Python based, AI registration algorithm for slice matching to the Waxholm rat atlas. Slice quantification can be trained on any atlas, which allows use for other subjects such as mice, zebrafish, and humans. AI-based software for registration and analysis of fluorescent markers on coronal brain slices.

Proper citation: Brainways (RRID:SCR_024402) Copy   

•   Source: SciCrunch Registry