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https://github.com/sanworks

Software for a measurement and control system for behavior research, most often used to implement operant (Go/NoGo, 2AFC) tasks. This software controls a hierarchy of hardware modules, each powered by an Arduino-programmable microcontroller.

Proper citation: Bpod (RRID:SCR_015943) Copy   

•   Source: SciCrunch Registry

https://github.com/sanworks/PulsePal

Software tool as part of Pulse Pal system which allows users to create and trigger software defined trains of voltage pulses with high temporal precision.

Proper citation: Pulse Pal (RRID:SCR_021611) Copy   

•   Source: SciCrunch Registry

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

Company to design and sell powerful neuroscience hardware that interfaces with open source software platform supported by large community of scientists and developers. Support efforts of open source community in commercially sustainable way.

Proper citation: SpikeGadgets (RRID:SCR_021623) Copy   

•   Source: SciCrunch Registry

https://github.com/strawlab/freemovr_engine

Software tool as virtual reality engine built on ROS and OpenSceneGraph.Perspective correct Virtual Reality for freely moving animals engine. Used for multicomputer realtime tracking and display with goal of being useful for scientific studies of vision and behavior.Part of FreemoVR system.

Proper citation: FreemoVR (RRID:SCR_021601) Copy   

•   Source: SciCrunch Registry

https://github.com/FlySorterLLC

Software tool to automate various fly handling tasks.Control software for Drosophila handling robot MAPLE.

Proper citation: Modular Automated Platform for Large Scale Experiments (RRID:SCR_021600) Copy   

•   Source: SciCrunch Registry

https://github.com/amchagas/poke_device_arduino

Software tool as script to test if IR led, IR photodiode, arduino and 3D printed nose poke device work properly. Part of Nose Poke Device system.

Proper citation: poke device arduino (RRID:SCR_021608) Copy   

•   Source: SciCrunch Registry

https://github.com/delcasso/hope

Softwre tool as part of Hybrid-drive combining Optogenetics, Pharmacology, and Electrophysiology project for brain implant.

Proper citation: Hybrid-drive combining Optogenetics, Pharmacology, and Electrophysiology (RRID:SCR_021606) Copy   

•   Source: SciCrunch Registry

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

Software Pyton scripts to run computerised task of Reaction Time. Scripts, together with their instructions and scoresheets.Used for assessment of RTs that is freely available, compatible with all operating systems, without license and activation costs, and based on open source software platform.

Proper citation: OORTT (RRID:SCR_022331) Copy   

•   Source: SciCrunch Registry

https://github.com/neurobio-hiroshima/WRAQ

Open source microcontroller based system for wheel running activity in mice.Used to track circadian rhythms of rodents using microcontroller, powered by lithium polymer battery, and surveys exercise activity for up to 30 days. Data can be stored on microSD card or using online server using WiFi connection. Python software provides system interface with ActogramJ to analyze chronobiological aspects of data.Repository includes guide for installing integrated developmental environment and dependent libraries for building and setting up WRAQ systems - WRAQ and WRAQ-Wifi. WRAQ and WRAQ-WiFi are based on Adafruit Adalogger and DFRobot FireBeetle ESP32 connected to 4- and 8-bit binary counters receiving signal from reed switch attached to 5-inch flying saucer respectively.

Proper citation: Wheel Running Activity acQuisition (RRID:SCR_023353) 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://www.eneuro.org/content/10/8/ENEURO.0212-23.2023

Simple, lightweight, and low cost customizable multielectrode array for Local Field Potential recordings. Used to collect LFP data from different brain regions simultaneously in rats. Can be modified to record single unit and multiunit activity in addition to LFP activity using both wired and wireless neural data acquisition systems.

Proper citation: Customizable Multielectrode Array (RRID:SCR_024551) Copy   

•   Source: SciCrunch Registry

https://github.com/murthylab/sleap

Method for pose estimation that uses deep neural networks.Open source software tool as deep learning based framework for estimating positions of animal body parts.Supports multi animal pose estimation and tracking, and includes advanced labeling or training.SLEAP is next generation of LEAP and allows for tracking multiple animals.

Proper citation: Social LEAP (RRID:SCR_021382) Copy   

•   Source: SciCrunch Registry

https://github.com/LINCellularNeuroscience/VAME

Software Python tool to cluster behavioral signals obtained from pose estimation tools. Unsupervised probabilistic deep learning framework capable of finding behavioral motifs in pose estimation data. Capable of augmenting quantitative behavioral analyses of data derived from standard pose-estimation software packages. Written based on core functions from DeepLabCut, and readily works with pose data from that package. Can also work with data from other pose estimation packages such as SLEAP.

Proper citation: Variational Embedding of Animal Motion (RRID:SCR_022477) Copy   

•   Source: SciCrunch Registry

https://github.com/earnestt1234/SipperViz

Software Python GUI for graphing measures of liquid ingestion in rodents from Sippers. Python GUI for visualizing Sipper data.

Proper citation: SipperViz (RRID:SCR_022463) Copy   

•   Source: SciCrunch Registry

https://github.com/Whitlock-Group/HERBS

Open source, extendable, intuitive and interactive software platform for image visualisation and image registration. Python based GUI for histological E-data registration in brain space.

Proper citation: Histological E data Registration in rodent Brain Spaces (RRID:SCR_022776) Copy   

•   Source: SciCrunch Registry

https://github.com/LaubachLab/MedParse

Software tool to read MedPC data into Python and Matlab. MedPC code for saving precise times of behavioral events and MatLab and Python functions to convert MedPC data into time event codes.

Proper citation: MedParse (RRID:SCR_021528) Copy   

•   Source: SciCrunch Registry

https://github.com/jonnew/Oat

Software tool as real time position tracker for behavioral research. Used for processing images, extracting object position information, and streaming data to disk and/or the network in real time.

Proper citation: Online Animal Tracker (RRID:SCR_021412) Copy   

•   Source: SciCrunch Registry

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

Project related to individual mice positions analysis, specifically their nose positions. Includes software tool for analysis of mouse position data designed by Hebrew University scientists. Provides open source software to analyze positions of individual mice, specifically their nose positions, in behavioral arena with the goal of minimizing error.

Proper citation: Optimouse project (RRID:SCR_021463) Copy   

•   Source: SciCrunch Registry