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Our perspective on utilizing machine learning to model and dissect the sensorimotor system is published
#OpenAccess in Current Opinion in Neurobiology! https://authors.elsevier.com/sd/article/S0959438821000519 … https://twitter.com/TrackingActions/status/1374415274779156484 …pic.twitter.com/FItiiwJfqYThanks. Twitter will use this to make your timeline better. UndoUndo -
exactly this! This is why in the original paper we use many different animals and can then use only 50-500 frames for a solid model
https://twitter.com/neuronick_/status/1416530976901976066 …
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I would add this is in the docs, and protocol paper, but I am finding this is not always used
https://github.com/DeepLabCut/DeepLabCut/blob/master/docs/UseOverviewGuide.md#what-you-need-to-get-started …
My hope with the new DLC Cookbook that docs are easier to navigate, and fun to read! I promise, there are a lot of
in there! http://deeplabcut.github.io/DeepLabCut
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In this vein, as part of our model zoo effort, we are pushing hard to make it easier for everyone -we will be releasing models that out perform ImageNet pre-training- for some applications it means zero training. But no matter what: great diversity of data=better performance!
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I've been noticing more and more that people are using DeepLabCut sub-optimally: don't train a network per animal. 20 individuals w/10 images per individual is MUCH better than 200 frames from 1 video! You will not get robust networks this way. [Just my advice to the void.]
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Mackenzie Mathis Retweeted
I'll be moderating a book talk by
@KarlDeisseroth, sponsored by@harvardbrainsci, on Tuesday, July 20th. It's free and open to the public, please join!https://brain.harvard.edu/hbi_events/projections-a-story-of-human-emotions/ …Thanks. Twitter will use this to make your timeline better. UndoUndo -
Mackenzie Mathis Retweeted
JOB KLAXON
Join an amazing team
@turinginst (including me!) working on the@EDoNInitiative (Early Detection of Neurodegeneration) as a SENIOR COMMUNITY MANAGERAPPLICATION: https://cezanneondemand.intervieweb.it/turing/jobs/senior_community_manager__early_detection_of_neurodegenerative_diseases_edon_15293/en … DEADLINE: 1 August 2021 SALARY: £47k-£52k
#JobFairyPls RT!pic.twitter.com/IqCwWmta5e
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Thanks to the organizers for having me for a keynote at the
#ELLIS summit@ELLISforEurope! It was an honor to represent the Natural Intelligence program and discuss neuro & AI w/panelist@MatthiasBethge Y-Lan Boureau (@facebookai) & Emmanuel Dupoux (#EHESS) moderated by@stes_io!pic.twitter.com/e2mkI3WCowThanks. Twitter will use this to make your timeline better. UndoUndo -
Another reason to get vaccinated!!
- very thankful for my double dose.https://twitter.com/marcelsalathe/status/1414609535248080902 …
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Apply! Fully-funded course!
program looks stellar - I’m excited to be there!
#AlwaysLearninghttps://twitter.com/LINdoscope/status/1413926255477600258 …Thanks. Twitter will use this to make your timeline better. UndoUndo -
Mackenzie Mathis Retweeted
What is behavior? Does your definition agree with your friends' definition? We found that people combined six categories of behaviors into seven different types. Not everyone agrees, but each individual has their own consistent definition.
https://www.biorxiv.org/content/10.1101/2021.07.04.451053v1?rss=1 …pic.twitter.com/WXbInntgDF
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All parabiosis experiments are unethical in my view.https://twitter.com/Nature/status/1413356340672598020 …
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Mackenzie Mathis Retweeted
We have two postdoc openings at the SPRING Lab
@EPFL_en! Applied crypto and Privacy-preserving systems https://recruiting.epfl.ch/Vacancies/1880/Description/2 … Social aspects of Machine Learning https://recruiting.epfl.ch/Vacancies/1881/Description/2 … If you like interdisciplinary work with impact, we are your team! Examples of our projectsShow this threadThanks. Twitter will use this to make your timeline better. UndoUndo -
I am super honored that I was a keynote speaker at the
#CVPR2021 workshop on computer vision for animals (#CV4Animals), and my talk is now available online! The talk covers the origin of@deeplabcut & our ongoing work (#SOTA#maDLC#modelzoo)https://youtu.be/U39OAOpSraw
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Mackenzie Mathis Retweeted
Prediction; As restrictions ease, we'll be hearing more about the Three Cs over the coming weeks. (poster via
@WHO)pic.twitter.com/5tgO7nwRTwThanks. Twitter will use this to make your timeline better. UndoUndo -
Mackenzie Mathis Retweeted
Postdoctoral Position for a Data Scientist in Neuroscience Calcium imaging, multi-electrode recordings & high density behavioral obs in addictionscience (doi: 10.1523/JNEUROSCI.0502-20.2020 & doi: 10.1038/s41586-018-0789-4). Apply < July 31: [email protected] Please RTpic.twitter.com/1WZfYdnwak
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Mackenzie Mathis Retweeted
@ParisBrainInst is seeking to recruit up to 3 team leaders at the starting, junior or mid-career levels working in any area of molecular, cellular, circuit, cognitive, computational or theoretical neuroscience.#research#team#neuroscience#leaderhttps://bit.ly/3jtLmS9
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Beautiful poster and work! Awesome use of
#deeplabcut too!https://twitter.com/JojoMimic/status/1411842602287079426 …
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I might live in Switzerland, but I’m always an American
- Happy 4th of July weekend
! Time to BBQ
(Photo of Boston taken from
@harvard Rowland Institute deck; missing my Cambridge friends/fam extra today!)pic.twitter.com/LEdrEsL41U
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The project leverages
@napari_imaging,@DataJointIO,@SciPyTip,@PyTorch and will create new tools for openly sharing! Check out the article on this project here: https://wysscenter.ch/advances/3d-computer-vision-for-brain-analysis … Please R/TShow this threadThanks. Twitter will use this to make your timeline better. UndoUndo -
We are Hiring! 3D brains! PhD is not a requ.; post masters, have software eng. skills, and want to learn more? Our lab has stellar members with industry exp from
@awscloud,@facebookai,@AlibabaGroup, so your bound to hone your skills here too! (position pays
well!) https://twitter.com/TrackingActions/status/1389717623391272965 …pic.twitter.com/7BGXM2wM9n
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