OpenBehavior
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openbehavior.bsky.social
OpenBehavior
@openbehavior.bsky.social
OpenBehavior provides a centralized repository of open-source tools for neuroscience research

email: openbehavior@gmail.com
web: edspace.american.edu/openbehavior/
DeepOF (Deep Open Field) processes DeepLabCut/SLEAP data using supervised and unsupervised annotation pipelines and using SHAP for interpretability.

Read about it in this month's post on OpenBehavior:
edspace.american.edu/openbehavior...

#OpenSource #Neuroscience #DeepLearning
DeepOF
Visit the post for more.
edspace.american.edu
October 3, 2025 at 3:24 PM
Getting advanced video analysis tools like SLEAP, DeepEthogram, and A-SOID to work can be tricky! Our team figured out some key steps and fixes. Check out our detailed setup guide:

edspace.american.edu/openbehavior...

#OpenScience #Neuroscience #LabHacks
July 25, 2025 at 2:56 PM
Reposted by OpenBehavior
Calling all early-career researchers! @thetransmitter.bsky.social and @neuromatch.bsky.social want to understand your journey as you become the next generation of neuroscientists. Share your experiences and help us build the resources you need.

#neuroskyence

www.thetransmitter.org/early-career...
What kinds of support do early-career researchers need?
Help The Transmitter and Neuromatch bolster the next generation of neuroscientists.
www.thetransmitter.org
July 25, 2025 at 2:04 PM
Reposted by OpenBehavior
An exciting collaboration is underway. @thetransmitter.bsky.social is partnering with @neuromatch.bsky.social to serve the computational neuroscience community and help connect neuroscientists across all career stages.
www.thetransmitter.org/neuromatch-p...

#neuroskyence
July 18, 2025 at 2:28 PM
What's hot in open-source neuroscience for 2025? This week's post on OpenBehavior reviews projects of interest to the followers of our blog in the first half of 2025.

Check it out: edspace.american.edu/openbehavior...

#opensource #neuroscience
July 18, 2025 at 2:37 PM
Real-time ArUco tracking is available in Bonsai but has some limitations. The OB team developed a Python/OpenCV program for robust offline analysis, that provides full position and rotation information. Read about it in this week's post:

edspace.american.edu/openbehavior...

#Neuroscience
July 11, 2025 at 7:05 PM
Thomas Akam (U Oxford) developed an active commutator that auto-rotates to prevent twisting of cables for neural recordings from freely moving subjects. Read about it in this week's post on OpenBehavior. #Electrophysiology #OpenScience #Neuroscience

edspace.american.edu/openbehavior...
June 27, 2025 at 1:43 PM
Our latest post highlights a simple, open-source #Arduino device developed by Jason Blackmer from the Laubach Lab that displays trial numbers in your video recordings. It makes finding trials a breeze!

edspace.american.edu/openbehavior...

#OpenScience #Neuroscience #LabHacks
June 20, 2025 at 3:05 PM
This week's post on OpenBehavior reviews available #opensource tools for imaging, including for microscopy, calcium imaging, and integrating behavior with imaging. From UCLA Miniscope to PyPhotometry, see what's making an impact! 👇#Neuroscience

edspace.american.edu/openbehavior...
June 13, 2025 at 6:01 PM
This week's post on OpenBehavior reviews our posts over the years on #opensource tools for neural recordings & analysis, including a motorized swivel, Pynapple, & Open Ephys. #Neuroscience #Electrophysiology #OpenScience

edspace.american.edu/openbehavior...
June 6, 2025 at 3:18 PM
Researchers have developed a chronic EMG implant for the diaphragm in freely behaving rats. It is low-cost, quick to build, and fully documented. Read about it in this week's post on OpenBehavior. @streeter_kristi @LabDale #opensource #neuroscience

edspace.american.edu/openbehavior...
May 23, 2025 at 4:07 PM
This summer, we're working on documenting setups and protocols for using popular tools such as SLEAP, Bonsai, & ArUco marker tracking. You can read about our plans in this week's post and stay tuned for updates over the summer! #OpenScience #Neuroscience

edspace.american.edu/openbehavior...
May 16, 2025 at 4:07 PM
Bell Jar is a desktop application for semi-automated histology analysis that includes routines for serial alignment, marker detection, and integration with the Allen reference atlas. Read about it in this week's post on OpenBehavior. #opensource #neuroscience

edspace.american.edu/openbehavior...
May 9, 2025 at 2:40 PM
Reposted by OpenBehavior
Plug for my lab’s open source commutator designed for compatibility with electrical I/O, an accessible through-hole for non-electrical tethers, and low-noise active rotation. I have gotten great performance out of it and recommend it to anyone needing a commutator!

www.eneuro.org/content/eneu...
www.eneuro.org
May 9, 2025 at 2:01 PM
Reposted by OpenBehavior
New paper in Imaging Neuroscience by Britta U. Westner, Tim M. Tierney, et al:

Cycling on the Freeway: The perilous state of open-source neuroscience software

doi.org/10.1162/imag...
May 7, 2025 at 7:25 AM
Wrapping up our behavior measurement series! This week: open-source tools for head-fixed setups. From running wheels to imaging platforms, explore the possibilities and expand your research capabilities! #OpenSource #Neuroscience

edspace.american.edu/openbehavior...
May 2, 2025 at 6:35 PM
STPoseNet combines YOLOv8 with innovative timing & Kalman filtering for real-time, accurate mouse pose estimation with minimal labeling. Check it out:

edspace.american.edu/openbehavior...
April 25, 2025 at 5:08 PM
This week on OpenBehavior! 📢 A review of impactful open-source devices for measuring behavior in the homecage. Learn about FED, PiDose, LIQ HD, & more!

edspace.american.edu/openbehavior...

#OpenScience #Neuroscience
April 18, 2025 at 7:41 PM
KineWheelArena-DLC is an integrated system based on KineWheel and DeepLabCut. It uses fluorescent dyes to automatically track paw placement during locomotion. Read about it in this week's post on OpenBehavior:

edspace.american.edu/openbehavior...
April 11, 2025 at 4:58 PM
Reposted by OpenBehavior
Hey @openbehavior.bsky.social do you know of any open source approaches to measuring blood pressure in rodents? I can't seem to find any
April 7, 2025 at 9:05 PM
Want to measure behavior in freely moving animals? We've rounded up some of the most interesting and impactful open-source devices available. Check out this week's post on OpenBehavior for details and links! #OpenSource #Neuroscience

edspace.american.edu/openbehavior...
April 4, 2025 at 6:51 PM
Reposted by OpenBehavior
Homebrew pumps and boards are ready for the next 16 training boxes! Long live open science
April 3, 2025 at 3:56 PM
MyVivarium is an #opensource tool for animal colony management. It uses QR codes, IoT sensors, & allows for cloud-based tracking. Read about it in this week's post on OpenBehavior:

edspace.american.edu/openbehavior...
March 28, 2025 at 5:55 PM
Looking forward to this webinar tomorrow on FlexRig and open-source tools in general.
March 24, 2025 at 2:54 PM
Open-source tools are changing the way we measure behavior in neuroscience. We explore some of the most impactful projects, from fluid consumption to vaporized drug delivery, in this week's post on OpenBehavior. #OpenHardware #DIYResearch

edspace.american.edu/openbehavior...
March 21, 2025 at 8:03 PM