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SciCrunch Registry is a curated repository of scientific resources, with a focus on biomedical resources, including tools, databases, and core facilities - visit SciCrunch to register your resource.
https://edspace.american.edu/openbehavior/project/pycro-manager/
Open source software for customized and reproducible microscope control. Software Python package that enables control of micro-manager as well as development of customized experiments integrated with real-time image processing.
Proper citation: Pycro Manager (RRID:SCR_022356) Copy
https://edspace.american.edu/openbehavior/project/cellpose/
Software tool as generalist algorithm for cell and nucleus segmentation.
Proper citation: Cellpose (RRID:SCR_022332) Copy
https://edspace.american.edu/openbehavior/project/compass/
Non invasive, infrared activity and sleep measurement system that uses passive infrared sensors and Arduino microprocessor. Publication provides protocol for assembling COMPASS as well as provides support protocols and python scripts for data analysis, best practices for optimum results, troubleshooting, and alternative protocols for different use scenarios.
Proper citation: COMPASS (RRID:SCR_022329) Copy
https://edspace.american.edu/openbehavior/project/brainrender/
Software Python package for visualizing and interacting with datasets registered to brain atlases. Used for visualization of neuroanatomical and morphological data.
Proper citation: Brainrender (RRID:SCR_022328) Copy
https://edspace.american.edu/openbehavior/project/tetrodrive/
3D printed microdrive for electrophysiology and optophysiology. Consists of main body and head. Used for in vivo tetrode recording, optical imaging, and optogenetic manipulation in freely moving mice.Design files and build instructions for this device can be found on TetrODrive GitHub.Microdrive can be assembled in 15 min and price for all materials, including 3D printer, is lower than single commercial microdrive.
Proper citation: TetrODrive (RRID:SCR_022326) Copy
https://edspace.american.edu/openbehavior/project/frost/
Open source system built around Arduino based microcontroller for analog and digital input and synchronization combined with custom printed circuit board. Hardware and Arduino-based firmware used to synchronize experimental and electrophysiological data.
Proper citation: Florida research open source synchronization tool (RRID:SCR_022344) Copy
https://edspace.american.edu/openbehavior/project/vocalmat/
Software MATLAB based toolbox for automated quantitative analysis of ultrasonic vocalizations. Utilizes image processing libraries to detect USVs and computational vision and machine learning algorithms to classify detected USVs. Used for analysis of ultrasonic vocalizations from mice using computer vision and machine learning.
Proper citation: VocalMat (RRID:SCR_022342) Copy
https://cran.r-project.org/web/packages/permuco/index.html
Software R package for permutation test in linear model with nuisances variables.Used for permutation testing in regression, ANOVA, and comparison of signals.
Proper citation: Permuco (RRID:SCR_022341) Copy
https://github.com/ACCLAB/DABEST-python
Software package for data analysis using bootstrap coupled estimation. Library combining Python, R, and MATLAB for estimation statistics.
Proper citation: DABEST (RRID:SCR_022340) Copy
https://edspace.american.edu/openbehavior/project/gazemetrics/
Software tool for data extraction and computation of spatial accuracy and precision of head mounted display based eye trackers. Allows for significant customization without altering source code but changes to the code allow for further alteration.
Proper citation: GazeMetrics (RRID:SCR_022338) Copy
https://edspace.american.edu/openbehavior/project/pyos-5/
Open source operant box system optimized for use with tethered animals. System includes hardware and software. Control electronics are build on pyControl, controlling custom PCB integrating 5 infra-red break-beam sensors and 5 stimulus LEDs, single nose-poke for reward receptacle, stepper motor for control of custom peristaltic pump for reward delivery, audio board for tone generation through attached speaker, house light and fan, LED driver for optogenetic stimulation, and bidirectional communication with external devices via TTL pulses.
Proper citation: pyOS-5 project (RRID:SCR_022335) Copy
https://github.com/AdaptiveMotorControlLab/Camera_Control
Open source software package that allows video to be recorded in sync with behavior. Python GUI and scripts allows investigators to record from multiple imaging source camera feeds with associated timestamps for each frame. Python API to record video system timestamps from Imaging Source USB cameras. Package requires Windows 10, Anaconda, and Git, and is compatible with Imaging Source USB3 cameras. Part of Camera Control project.
Proper citation: Camera Control (RRID:SCR_021614) Copy
https://github.com/haiderlab/DP-Lick-Detector
Distribution package for Dual Port Lick Detector.Package includes files relevant to building lick detector.
Proper citation: Dual Port Lick Detector (RRID:SCR_021521) Copy
https://github.com/wildrootlab/SHARCQ
Software tools to register histological section images and cell count locations to mouse brain atlas. Semi automated workflow and GUI for automated brain slice histology alignment, registration, and cell quantification. Used to explore Allen Mouse Brain Atlas, register asymmetric slice images to atlas using manual input, and analyze region of interest data by registering locations of fluorescently labeled cells to standardized regions of Atlas.
Proper citation: SHARCQ (RRID:SCR_022498) Copy
https://github.com/jellen44/AutomaticSleepScoringTool
Software pipeline for sleep researchers to perform automatic sleep scoring for rodents. Artificial neural network for automated behavioral state classification in rats.
Proper citation: AutomaticSleepScoringTool (RRID:SCR_022300) Copy
https://bitbucket.org/kloostermannerflab/
Open source software tool for closed loop neuroscientific experiments capable of sub-millisecond response latency over high-rate streaming data acquired from high-count multi-electrode arrays. Used for processing and controlling closed-loop neuroscience data.
Proper citation: Falcon (RRID:SCR_023199) Copy
https://github.com/NeLy-EPFL/LiftPose3D
Software tool for transforming 2D poses to 3D coordinates on labaratory animals. Used for kinematic studies of laboratory animals. Tracking movements in three dimensions from behaving flies, mice, rats, and non-human primates.
Proper citation: LiftPose3D (RRID:SCR_023049) Copy
https://rupertoverall.net/ColonyTrack/
Software R package to process raw data from ColonyRack system. In addition to generating pre processed data and quality control information, range of high level metrics are calculated together with convenient tools for analysis.
Proper citation: ColonyTrack (RRID:SCR_023026) Copy
https://github.com/vivian-imbriotis/rpg
Software Python package written for Raspberry Pi for displaying visual stimuli and to provide real time feedback on stimulus timing. High performance python library for displaying drifting gratings on Raspberry Pi 3.
Proper citation: Raspberry Pi Grating (RRID:SCR_023157) Copy
https://m3platform.weebly.com/
Software neuroscience laboratory environment for simultaneous neuronal imaging and behavioral monitoring. McGill-Mouse-Miniscope Touchscreen Behavior Platform. Standardized approach for high throughput imaging of neuronal dynamics during behavior.
Proper citation: M3 Platform (RRID:SCR_023425) Copy
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