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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://github.com/ntorquet/lmt_toolkit_analysis

Open source web application created to analyze Live Mouse Tracker data easily and intuitively. Used to check reliability and to make some analysis of data from Live Mouse Tracker experiments. LMT stores data in SQLite files that requires some computer skills, but LMT-toolkit makes it easy to compute and extract behavioral profiles for each animal tested following step-by-step process.

Proper citation: Live Mouse Tracker Toolkit Analysis (RRID:SCR_024592) Copy   

•   Source: SciCrunch Registry
  

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

Project related to neural data analysis. Provides open-source and reproducible software suite that benchmarks performance of automated spike sorting algorithms across extensive, curated database of ground truth electrophysiological recordings, displaying results interactively on continuously updating website.

Proper citation: Spike Forest project (RRID:SCR_021472) Copy   

•   Source: SciCrunch Registry
  

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

Project related to preprocessing of images. Provieds software Python tool to processes raw macaque fMRI images using algorithms embedded in automatic pipeline.

Proper citation: Pypreclin project (RRID:SCR_021473) Copy   

•   Source: SciCrunch Registry
  

https://edspace.american.edu/openbehavior/project/mne-scan/

Project related to real time acquisition and processing of electrophysiological data.Provides software tool for acquisition and processing of electrophysiological data.

Proper citation: MNE Scan project (RRID:SCR_021470) Copy   

•   Source: SciCrunch Registry
  

https://github.com/fdechaumont/lmt-analysis

Software package for Live Mouse Tracker analysis. lmt-analysis provides all analysis tools needed to extract information from tracking performed by live mouse tracker.

Proper citation: Live Mouse Tracker analysis (RRID:SCR_021505) Copy   

•   Source: SciCrunch Registry
  

https://edspace.american.edu/openbehavior/project/3dtracker/, http://www.3dtracker.org/

Project related to markerless computerized behavioral analysis for laboratory animals.Provides open source 3D video based behavioral analysis system for neuroscience. System includes open source software tool for 3D-video based markerless computerized behavioral analysis.

Proper citation: 3DTracker project (RRID:SCR_021440) Copy   

•   Source: SciCrunch Registry
  

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

Project related to animal behavior in complex mazes.Provides software MATLAB package for linearization of place fields in complex mazes.

Proper citation: LinCoM project (RRID:SCR_021438) Copy   

•   Source: SciCrunch Registry
  

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

Project related to video tracking, detailed ethography, and extraction of kinematic variables from digital video files of laboratory animals.Provides computational tool developed at Federal University of Santa Catarina.

Proper citation: EthoWatcher project (RRID:SCR_021435) Copy   

•   Source: SciCrunch Registry
  

https://edspace.american.edu/openbehavior/project/automated-rodent-tracker-art/

Project related to development of automated rodent tracking position and movement. Provides software tool to automatically track rodent.Used to track head movements, body movements and also aspects of body size.Identifies certain behaviours from video footage, such as rotations, moving forwards, interacting with objects and staying still.

Proper citation: Automated Rodent Tracker project (RRID:SCR_021432) Copy   

•   Source: SciCrunch Registry
  

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

Project related to rodent social communication through repertoire of ultrasonic vocalizations. Provides deep learning based system for quantification of Ultrasonic Vocalizations.Includes software MATLAB package for high throughput USV detection, classification, and analysis.

Proper citation: DeepSqueak project (RRID:SCR_021450) Copy   

•   Source: SciCrunch Registry
  

https://edspace.american.edu/openbehavior/project/camera-control/

Portal provides Python based camera software GUI developed by Harvard University scientists. Open source software package that allows video to be recorded in sync with behavior. Python API to record video system timestamps from Imaging Source USB cameras.

Proper citation: Camera Control project (RRID:SCR_021569) Copy   

•   Source: SciCrunch Registry
  

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

Project related to streamlining behavioral neuroscience experiments.Provides open source software MATLAB toolbox for running behavioral neuroscience experiments and managing data.Used for probing neurons and behavior.

Proper citation: Rigbox project (RRID:SCR_021444) Copy   

•   Source: SciCrunch Registry
  

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

Project related to processing video, extracting object position information, and streaming data.Provides set of programs for processing video for behavioral research. Includes OAT software tool as real time position tracker which was developed by Massachusetts Institute of Technology scientists.

Proper citation: Online Animal Tracker project (RRID:SCR_021386) Copy   

•   Source: SciCrunch Registry
  

https://edspace.american.edu/openbehavior/project/b-soid-unsupervised-behavior-analysis/

Project related to unsupervised behavior analysis.Carnegie Mellon University has shared B-SOiD, open source unsupervised algorithm for discovery of spontaneous behaviors. Includes software pipeline that pairs unsupervised pattern recognition with supervised classification to achieve fast predictions of behaviors that are not predefined by users.

Proper citation: Behavioral Segmentation of Open-field in DeepLabCut project (RRID:SCR_021410) Copy   

•   Source: SciCrunch Registry
  

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

University of Washington project SimBA for analysis of complex social behaviors.Used for automated behavioral scoring. Includes open source software toolkit for computer classification of complex social behaviors in experimental animals. Uses data from popular open source tracking tools in combination with small amount of behavioral annotations to create supervised machine learning classifiers that can then rapidly and accurately score behaviors across different background settings and lighting conditions.

Proper citation: Simple Behavior Analysis project (RRID:SCR_021411) Copy   

•   Source: SciCrunch Registry