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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/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/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/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/portugueslab/stytra

Open source software Python package to control stimulation and track behaviour.Provides timed stimulus presentation, interfacing with external devices and simultaneous real time tracking of behavioral parameters such as position, orientation, tail and eye motion in both freely swimming and head restrained preparations.

Proper citation: Stytra (RRID:SCR_021500) Copy   

•   Source: SciCrunch Registry
  

https://github.com/openworm/tracker-commons

Software tool as repository of documentation, software, and discussions to share worm tracking data and analysis routines.Open access repository for storing, accessing, and filtering data; interchange format for notating single or multi worm behavior; and file formats written in Python for feature extraction, review, and analysis.

Proper citation: Worm Behavior Platform (RRID:SCR_021501) Copy   

•   Source: SciCrunch Registry
  

https://github.com/olivierfriard/BORIS

Open source event logging software for video/audio coding and live observations.Multiplatform standalone program that allows user specific coding environment for computer based review of previously recorded videos or live observations.

Proper citation: Behavioral Observation Research Interactive Software (RRID:SCR_021509) Copy   

•   Source: SciCrunch Registry
  

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/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