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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
https://github.com/lapphe/raspberry_rat
Software Python platform for recording, converting, and uploading videos to cloud and for performing scheduled video recordings. Repository also includes wiki section with comprehensive guide to setting up Raspberry Pis for this purpose. Raspberry Pis are often cheaper than camcorder and can produce HD video. They are also equipped with infrared camera, making them ideal for recordings of animals that are active in low light conditions.
Proper citation: Rasberry rat (RRID:SCR_023467) Copy
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
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
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
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
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
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
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
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
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
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
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
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
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
https://edspace.american.edu/openbehavior/project/deepbehavior/
Project related to behavior tracking and analysis. Provides deep learning toolbox that automates taking high speed quality video to track behavior in rodents and humans.
Proper citation: DeepBehavior project (RRID:SCR_021387) Copy
https://edspace.american.edu/openbehavior/project/worm-behavior-platform/
Project related to sharing worm tracking data and analysis routines.Open access repository for storing, accessing, filtering data and analysis.
Proper citation: Worm Behavior Platform project (RRID:SCR_021420) Copy
https://edspace.american.edu/openbehavior/project/sleap/
Collection of tools to do video analysis in behavioral neuroscience applications.Offers open source software tools including SLEAP, LEAP and MotionMapper.
Proper citation: SLEAP, LEAP and MotionMapper project (RRID:SCR_021383) Copy
Project related to tracking individual animals in large collective groups.Provides algorithm and software for tracking individuals in large collectives of unmarked animals.Tracks animal identification and tracks when animals touch or cross paths in front of one another.
Proper citation: idtracker.ai project (RRID:SCR_021417) Copy
https://edspace.american.edu/openbehavior/project/cave/
Project related to calcium imaging.Provide open source tool for combined analysis of head mounted calcium imaging and behavior. Used to analyze imaging data from head mounted microscopes simultaneously with behavioral data.
Proper citation: Calcium ActiVity Explorer project (RRID:SCR_021419) Copy
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