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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://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
https://github.com/DrCoffey/DeepSqueak
Software MATLAB package for high throughput ultrasonic vocalizations detection, classification, and analysis.
Proper citation: DeepSqueak (RRID:SCR_021524) Copy
https://github.com/alexcwsmith/PiRATeMC
Software data management pipeline for camera synchronization and combined data directories.
Proper citation: Pi-based Remote Acquisition Technology for Motion Capture (RRID:SCR_022327) 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://github.com/bkntr/brainways
Open source software that automatically registers coronal slices and quantifies fluorescent markers. Python based, AI registration algorithm for slice matching to the Waxholm rat atlas. Slice quantification can be trained on any atlas, which allows use for other subjects such as mice, zebrafish, and humans. AI-based software for registration and analysis of fluorescent markers on coronal brain slices.
Proper citation: Brainways (RRID:SCR_024402) Copy
https://www.eneuro.org/content/10/5/ENEURO.0127-22.2023
Open source, adaptable tracking system for multiple rodents. Scalable and customizable system for tracking and behavior assessment consists of Raspberry Pi based video and RFID acquisition. Maximum of six rodents of any coat color can be tracked simultaneously in any user defined arena with few restrictions. For pose estimation and travel trajectory analysis, PyMouseTracks supports interfacing with open source packages such as DeepLabCut and Traja.
Proper citation: PyMouseTracks (RRID:SCR_024453) 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/EwellNeuroLab?tab=repositories
Low cost platform for multianimal chronic Local Field Potential video monitoring with Graphical User Interface for seizure detection and behavioral scoring. Enables chronic monitoring of several animals simultaneously, synchronizes bilateral local field potential and video streams in real time, and parses recorded data into manageable file sizes. Hardware solution leverages Intan and Open Ephys acquisition systems and software solution is implemented in Bonsai. Data are synchronized and parsed in Bonsai, allowing for flexibility and scalability of up to 128 channels per animal. The use of Intan adapter board for LFP video recordings allows compatibility with large variety of recording devices. Custom made electrodes and cables were components for the chronic LFP recordings. Used as acquisition system for long term video neurophysiology recordings.
Proper citation: LFP Monitoring (RRID:SCR_024428) Copy
https://github.com/mtu-most/linear-actuator
Code and model files for open source linear actuator. Part of Pearce Lab Syringe Pump system.
Proper citation: linear actuator (RRID:SCR_021613) Copy
https://github.com/KravitzLab/ROBucket
Software tool as ROBucket source code.
Proper citation: Rodent Operant Bucket (RRID:SCR_021610) Copy
https://github.com/jf-lab/chendoscope
Software tool as part of CHEndoscope. Acquisition software that interfaces with CHEndoscope Ximea USB camera. This code is compatible with Linux and Windows systems.
Proper citation: chendoscope (RRID:SCR_021616) Copy
https://github.com/jamieboyd/AutoHeadFix
Software Python code for automated control of behavioural apparatus and imaging for mice in home cage environment.Part of Homecage Task Training and Mesoscale Imaging system.
Proper citation: AutoHeadFix (RRID:SCR_021617) Copy
https://github.com/bsbrl/craniobot
Software tool as part of Craniobot system.Generates, sends, and receives commands to communicate with the Craniobot.
Proper citation: craniobot (RRID:SCR_021609) Copy
https://murphylab.med.ubc.ca/automated-homecages/
Software tool as part of Automated Home Cage Functional Imaging system.
Proper citation: Automated Home-Cage Functional Imaging (RRID:SCR_021607) Copy
https://github.com/dublon/scintillate
Open source graphical viewer for time series calcium imaging evaluation and pre-processing.
Proper citation: Scintillate (RRID:SCR_021531) Copy
https://github.com/ribeiro-lab/flyPAD-fpga
FPGA code for running main board of flyPAD. Code written in VHDL using Quartus 2 web edition software.
Proper citation: flyPAD (RRID:SCR_021522) Copy
Operant Box code
Proper citation: pyOS-5 (RRID:SCR_022336) Copy
https://github.com/DeNardoLab/BehaviorDEPOT
Software tool for automated behavioral detection based on markerless pose tracking. Behavioral analysis tool to first compile and clean point-tracking output from DeepLabCut, and then classify behavioral epochs using custom behavior classifiers. Used to detect frame by frame behavior from video time series and can analyze results of common experimental assays, including fear conditioning, decision-making in T-maze, open field, elevated plus maze, and novel object exploration. Calculates kinematic and postural statistics from keypoint tracking data from pose estimation software outputs.
Proper citation: BehaviorDEPOT (RRID:SCR_023602) Copy
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
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