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https://edspace.american.edu/openbehavior/project/d-track/

Project related to tracking animal behavior. Provided system includes two cameras and software package to track aquatic animals within captivity.Semi automatic 3D video tracking technique to analyse movements and routines of aquatic animals with application to captive dolphins.

Proper citation: D-Track project (RRID:SCR_021389) Copy   

•   Source: SciCrunch Registry

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

Project related to conducting research on effects of nicotine vapor. Provides open source chamber system for rodents to experience regulated nicotine vapor exposure from JUUL electronic cigarette.Vapor exposure apparatus comprised of Arduino Uno microcontroller that relays coded instructions to H-bridge motor controller.H-bridge then sends specific signals to motors that regulate produced vapor sent to exposure chambers.

Proper citation: OpenVape project (RRID:SCR_021485) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/motorized-swivel/

Project related to neural recordings such as electrophysiology, calcium imaging, and optogenetics. Provides 3D-printed, motorized commutator for neural recordings of small animals in vivo.Open source motorized swivel for in vivo neural and behavioral recordings.Device operates independently of data acquisition system, and it can be controlled through any popular platform such as Arduino or Raspberry Pi.

Proper citation: An open source motorized swivel for in vivo neural and behavioral recordings project (RRID:SCR_021482) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/open-tes/

Project is related to transcranial Electrical Stimulation.Included system contains aluminum box stimulator with banana connectors for both anode and cathode on front panel,power supply on rear, power switch and serial port, LCD screen and three buttons on top panel that are used to input settings for stimulator. Device for delivering non-invasive neuromodulation techniques such as transcranial direct current stimulation. If device is used for certain types of tDCS (otDCS and tPCs) or external triggering, computer control must be used. Microcontroller is used to regulate operating speed and pulse width modulation switching frequency administrated by device.

Proper citation: Open-tES project (RRID:SCR_021487) Copy   

•   Source: SciCrunch Registry

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

Project for tracking interactions among freely moving monkeys.System includes integrated hardware and software for pose tracking in freely moving rhesus macaques.

Proper citation: OpenMonkeyStudio project (RRID:SCR_021409) Copy   

•   Source: SciCrunch Registry

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

Project related to rodent tracking and task control.Provides closed loop system for machine vision rodent tracking and task control created by scientist from Washington University. System to track and report mouse activity while they are contained in simple arena. System uses OpenMV M7 microcontroller to acquire images of arena and process them in real-time to report mouse centroid data to text file. Wireless position tracker for automatically tracking mice in high contrast arenas.

Proper citation: Rodent Arena Tracker project (RRID:SCR_021408) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/dual-port-lick-detector/

Project related to measuring licking behavior in mice.System includes device used for both real time measurement and manipulation of licking behavior in head fixed mice. System provides distribution package for Dual Port Lick Detector.Package includes files relevant to building lick detector.

Proper citation: Dual port Lick Detector project (RRID:SCR_021454) Copy   

•   Source: SciCrunch Registry

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

Project related to wireless controlled optogenetic stimulation. Provides system for wireless optogenetic stimulation developed in Karpova Lab with ability to be customized.Features Cerebro,rechargeable, battery powered wireless receiver;head implant containing optical fibers and two independent laser diodes; base station for transmitting radio signals to Cerebro, controlled by Windows computer via USB or by TTL; charging dock; and Xavier, user friendly GUI for sending and logging base station commands.

Proper citation: Cerebro Wireless Optogenetic System project (RRID:SCR_021474) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/open-source-platform-sensory-tasks/

Project related to report animal decision in response to stimulus.Includes software tool as Arduino and Python based platform for Go or No Go sensory task to report animal decision in response to stimulus provided by University of Melbourne, Melbourne, VIC, Australia scientists.

Proper citation: Open Source platform for Sensory Tasks project (RRID:SCR_021468) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/4-port-nose-poke/

Portal provides open source nose poke system utilizing Arduino microcontroller, several low cost electronic components, and PVC behavioral arena. System developed by University of Basel scientists for use in behavior experiments.

Proper citation: 4 Port Nose Poke (RRID:SCR_021592) Copy   

•   Source: SciCrunch Registry

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

Software tool to extract relevant features from images and use time series of these features to classify whether given behavior is present in each frame of video recording.machine learning pipeline for supervised behavior classification from raw pixels. Performs action recognition ,automated behavior classification, over frames. Used for automated behavior classification to detect and track behavior over time.

Proper citation: DeepEthogram (RRID:SCR_022355) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/mri-compatible-microdrive/

MRI compatible microdrive that can precisely position electrodes without causing significant imaging artifacts.

Proper citation: MRI Compatible Microdrive (RRID:SCR_022352) Copy   

•   Source: SciCrunch Registry

https://github.com/SunGL001/DeepBhvTracking

Software tool as novel tracking algorithm that combines deep learning and background subtraction.

Proper citation: DeepBhvTracking (RRID:SCR_022351) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/neonatal-stereotax/

3D printed device for stereotaxic viral delivery into brains of neonatal mice.Used for stable and precise stereotaxic surgery in neonatal mice.

Proper citation: Neonatal Stereotaxic Mouse Adaptor (RRID:SCR_022349) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/neuroethology-tools/

Software Matlab based tool to visualize and analyze multimodal datasets.

Proper citation: Behavior Ensemble and Neural Trajectory Observatory (RRID:SCR_022348) Copy   

•   Source: SciCrunch Registry

https://github.com/neuroethology/MARS_Developer

Software MARS based Python pipeline used for detection, pose estimation and behavior classification in experiments of any format. Repository contains all the code you'll need to train your own version of MARS.

Proper citation: MARS Developer (RRID:SCR_022346) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/led-matrix-stimuli/

Open source device consists of three LED matrices that can be independently controlled via open source Arduino Uno microcontroller. Matrices of LEDs are mounted above nose pokes to examine perceptual decision making in rats. Highly modifiable LED matrices for visual stimulus presentation in behavioral studies.Designs for printing these accessory devices are available in GitHub account for the project.

Proper citation: LED Matrix Stimuli (RRID:SCR_022345) Copy   

•   Source: SciCrunch Registry

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

Closed loop automated reaching apparatus for interrogating complex motor behaviors.Mechanical components include behavior box, series of cameras, and food pellet dispenser. Single workstation computer manages cameras, communicates with microcontroller, and analyzes mouse behavior in real time using modules extracted from DeepLabCut. Integrates fully automated, markerless kinematic tracking of multiple features to classify animal behavior and delivers neural stimulation based on behavioral outcomes. CLARA is compatible with advanced neurophysiological tools, enabling testing of neurostimulation devices and identification of novel neurological biomarkers.System fully automates trial initiation and pellet delivery and is capable of accurately delivering stimulation in response to trial outcome with short latency.

Proper citation: Closed Loop Automated Reaching Apparatus (RRID:SCR_022365) Copy   

•   Source: SciCrunch Registry

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

Software tool as single neural network model that learns how to segment spectrograms of birdsong into annotated syllables.

Proper citation: TweetyNet (RRID:SCR_022360) Copy   

•   Source: SciCrunch Registry

https://cellexplorer.org/

Open source framework for single cell characterization and visualization.Graphical user interface, standardized processing module and data structure for exploring and classifying single cells acquired using extracellular electrodes.

Proper citation: CellExplorer (RRID:SCR_022358) Copy   

•   Source: SciCrunch Registry