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https://github.com/tne-lab/py-behav-box-v2

Open source software interface and framework for controlling behavioral experiments in neuroscience and psychology. Python-based framework for designing and controlling behavioral experiments in animals. Used to develop, perform, and control behavioral tasks.

Proper citation: PyBehave (RRID:SCR_025406) Copy   

•   Source: SciCrunch Registry

https://github.com/Optophys-Lab/FreiBox/tree/main/Commutator_FreiBox2022

Affordable commutator that is equipped with novel sensing system that improves online tracking of cable rotations without impairing the 1-photon calcium imaging via Miniscope. Commutator to allow freely moving behaviors while recording neural activity from platforms such as Miniscope V4 and OpenEphys. Used to perform calcium imaging.

Proper citation: commutator (RRID:SCR_023919) Copy   

•   Source: SciCrunch Registry

https://github.com/Optophys-Lab/FreiBox

Versatile open source behavioral system for investigating neuronal correlates of behavioral flexibility via 1-Photon Imaging in freely moving mice. Behavioral testing platform consists of FreiBox, novel low-cost Arduino behavioral setup, controlled by custom Python interface and integrates new licking sensor (strain gauge lickometer) for controlling spatial licking behavioral tasks.

Proper citation: Freibox (RRID:SCR_023918) Copy   

•   Source: SciCrunch Registry

https://github.com/nickpetersen93/LIQ_HD

Arduino code, 3D print design files, and tutorial video on how to build LIQ HD system. Open source tool for recording undisturbed two-bottle drinking behavior in home cage environment. All designs and software are open source to allow other researchers to build on the system and adapt LIQ HD to their animal home cages.

Proper citation: Lick Instance Quantifier Home cage Device (RRID:SCR_023802) Copy   

•   Source: SciCrunch Registry

https://github.com/singerlabgt/BrainWAVE

Code to program and run flicker stimulation on BrainWAVE stimulator device. This brain oscillation stimulating software can be adapted across subjects and integrated into variety of experimental designs like electrophysiology, neuroimaging, EEG, MRI. Flexible method for noninvasive stimulation of brain rhythms across species. Used to measure effects of rhythmic brain activity on behavior.

Proper citation: BrainWAVE (RRID:SCR_024396) Copy   

•   Source: SciCrunch Registry

https://github.com/VioletteChiara/AnimalTA

Software video tracking tool for tracking and analysing animal movement in different environments.

Proper citation: AnimalTA (RRID:SCR_023784) Copy   

•   Source: SciCrunch Registry

https://github.com/zelanolab/hfoapp

Software for detecting and identifying high frequency oscillations observed in EEG recordings. MATLAB based graphical user interface for High Frequency Oscillation marking.

Proper citation: HFOApp (RRID:SCR_024864) Copy   

•   Source: SciCrunch Registry

https://github.com/tomcatsmith19/ArucoDetection

Automated rodent behavioral scoring system, complete with 3D design files and code/software. System monitors behavioral engagement using open-source software. 3D design files and necessary software has been made available, as well as code that can be used for data analysis.

Proper citation: ArUco (RRID:SCR_026572) Copy   

•   Source: SciCrunch Registry

https://github.com/lvrgb777/STPoseNet

Source code for pose recognition model for laboratory mice based on yolov8. Real-time spatiotemporal network model for robust mouse pose estimation.

Proper citation: STPoseNet (RRID:SCR_026834) Copy   

•   Source: SciCrunch Registry

https://github.com/kemerelab/ghostipy

Software signal processing and spectral analysis toolbox designed for local field potential recordings.

Proper citation: ghostipy (RRID:SCR_026231) Copy   

•   Source: SciCrunch Registry

https://github.com/Sakata-Lab/SaLSa

Software MATLAB package for analyzing and categorizing behaviors using pose estimation data. Integrates semi-automatic labeling with machine learning, specifically Long Short-Term Memory neural networks, to classify behavioral "syllables” (distinct, repeatable behaviors). Combinatory approach of semi-automatic labeling and long short-term memory to classify behavioral syllables.

Proper citation: SaLSa (RRID:SCR_026182) Copy   

•   Source: SciCrunch Registry

https://github.com/NC4Lab/NC4gate

Code for testing and operating NC4gate modules of modular gate system for autonomous control of rodent behavior. Fully customizable gate system that can be used in behavioral experiments involving rodent mazes (T-maze, Y-maze, radial arm, etc.).

Proper citation: NC4gate (RRID:SCR_026445) Copy   

•   Source: SciCrunch Registry

https://github.com/ThomasAkam/active_commutator

Open source active commutator for Open Ephys / Intan electrophysiology systems. Motorized device used in neuroscience research, particularly in studies involving freely moving animals, to manage wires or fibers connecting headstage or other device to external equipment. Addresses common issue of tether tangling during experiments with freely moving subjects. Relies on Hall-Effect sensor detecting rotation of cable, this information is continuously fed to Adafruit microcontroller that operates servo motor to counter-rotate cable as needed, preventing twisting and ensuring clear, uninterrupted data collection. System can also be paused, restarted, and its neutral position recalibrated with simple button presses, allowing for flexible operation.

Proper citation: Active Commutator (RRID:SCR_027098) Copy   

•   Source: SciCrunch Registry

https://mousebytes.ca/home

Open access database for all cognitive data collected from touchscreen related tasks. Performs data comparison and interactive data visualization for any data uploaded onto the site. There are also guidelines and video tutorials available.

Proper citation: Mousebytes (RRID:SCR_017904) Copy   

•   Source: SciCrunch Registry

https://github.com/DepartmentofNeurophysiology/Matlab-Whisker-Tracker

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 (RRID:SCR_021407) 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