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https://edspace.american.edu/openbehavior/project/toolboxes-ephys-analysis/

Portal includes compared several toolboxes for spike and LFP analysis, connectivity analysis, dimensionality reduction, and generalized linear modeling. Discussion about major features of software available for Python and MATLAB including Brainstorm, Chronux, Elephant, FieldTrip, gramm, Spike Viewer, and SPIKY. They include succinct tables for assessing system and program requirements, quality of documentation and support, and data types accepted by each toolbox.

Proper citation: Toolboxes for Spike and LFP Analysis project (RRID:SCR_021478) Copy   

•   Source: SciCrunch Registry

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

Project related to time series calcium imaging evaluation and pre-processing. Included open source graphical viewer for time series calcium imaging evaluation and pre-processing is provided by Swedish University scientists .

Proper citation: Scintillate project (RRID:SCR_021479) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/wave-surfer/

Project related to neurophysiology data acquisition and analysis.Included open source software application for neurophysiology data acquisition and analysis is provided by Howard Hughes Medical Institute Janelia Research Campus scientists. Program is based in MatLab, and evolved from earlier open source software package called Ephus.

Proper citation: Wave Surfer project (RRID:SCR_021476) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/self-grooming-mice/

Portal provides protocol that implements JAABA, open source machine learning based behavior detection system; motr, open-source mouse trajectory tracking software; and bonsai, open source system capable of streaming and recording video. Together they use these tools to process videos of mice performing grooming behaviors in variety of behavioral setups.

Proper citation: Automated Classification of Self-grooming in Mice project (RRID:SCR_021597) Copy   

•   Source: SciCrunch Registry

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

Project related to calcium imaging.Provides software library, CaImAn, for one and two-photon Calcium Imaging data Analysis.

Proper citation: Calcium Imaging data Analysis project (RRID:SCR_021477) Copy   

•   Source: SciCrunch Registry

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

Project related to creating and controlling visual environments.Provided open source software package for creating and controlling visual environments was developed by University College London scientists.

Proper citation: BonVision project (RRID:SCR_021491) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/open-source-whisking-video-database/

Portal provides 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 portal (RRID:SCR_021404) Copy   

•   Source: SciCrunch Registry

https://github.com/NeLy-EPFL/DeepFly3D

Software tool as PyTorch and PyQT5 implementation of 2D-3D tethered Drosophila pose estimation. Image annotation tool used for pose estimation and appendage tracking. Provides interface for pose estimation and to permit further correction of 2D pose estimates, which are automatically converted to 3D pose.

Proper citation: DeepFly3D (RRID:SCR_021402) 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/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   

•   Source: SciCrunch Registry

https://github.com/KravitzLab/ROBucket

Software tool as ROBucket source code.

Proper citation: Rodent Operant Bucket (RRID:SCR_021610) Copy   

•   Source: SciCrunch Registry

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   

•   Source: SciCrunch Registry

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   

•   Source: SciCrunch Registry

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   

•   Source: SciCrunch Registry

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   

•   Source: SciCrunch Registry

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   

•   Source: SciCrunch Registry

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   

•   Source: SciCrunch Registry

https://github.com/KaetzelLab

Operant Box code

Proper citation: pyOS-5 (RRID:SCR_022336) Copy   

•   Source: SciCrunch Registry

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   

•   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