BrainIAK retweetledi
Excited to share our work using GPT-2 to test theories of human event segmentation, w/@GoldsteinYAriel @s_michelmann Jeff Zacks @HassonLab @ptoncompmemlab psyarxiv.com/qd2ra via @OSFramework 🧵 1/N
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BrainIAK
33 posts
BrainIAK
@UseBrainIAK
Brain Imaging Analysis Kit (a.k.a. BrainIAK). Advanced fMRI analyses in Python, optimized for speed under the hood with MPI, Cython, and C++.
Hillsboro, OR / Princeton, NJ Katılım Nisan 2019
27 Takip Edilen168 Takipçiler
BrainIAK retweetledi
Now in print! Neural fingerprints of Computer Science curriculum in student brains track learning and predict exam scores, revealing a “central limit theorem” of knowledge rdcu.be/chxfg
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BrainIAK retweetledi
We're looking for a research specialist! This is a great opportunity for someone to get more research experience before graduate school. Please apply! research-princeton.icims.com/jobs/12400/res…
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BrainIAK retweetledi
I’m super excited to announce my new preprint with @lisamargulis @samnastase @kanileke @hassonlab @ptoncompmemlab and @chrisbaldassano investigating how higher-order cortical areas represent high-level event structure in music!
Paper: tinyurl.com/1d2r3phx
Thread below👇🏿
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BrainIAK retweetledi
Excited to (finally!) share our preprint describing the "Narratives" collection—compiling 7 years worth of naturalistic story-listening fMRI datasets from @HassonLab and @ptoncompmemlab at @PrincetonNeuro: biorxiv.org/content/10.110…
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BrainIAK retweetledi
Excited to share our comprehensive overview of BrainIAK: The Brain Imaging Analysis Kit osf.io/db2ev/ via @OSFramework This work includes new example Jupyter notebooks for all methods in BrainIAK.
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BrainIAK retweetledi
New @UseBrainIAK preprint is live! Huge team lead by @PrincetonNeuro and @IntelAIResearch. The paper summarizes the key functions in our Python toolbox along with links to a set of really cool demo notebooks.
Preprint: osf.io/db2ev/
Code + Data: github.com/brainiak/brain…
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BrainIAK retweetledi
Our modeling framework for fMRI data is now available through @UseBrainIAK.
The main idea is that we formalize a host of fMRI analysis techniques into a single generative model that is essentially a matrix factorization problem. 1/2
Adam Charles@BaselessPursuit
Code from 2018 AISTATS paper "Matrix-normal models for fMRI analysis" w/ Michael Shvartsman Narayanan Sundaram, @mikio_aoi , Ted Wilke & Jon Cohen is now merged into BrainIAK @UseBrainIAK brainiak.org ! Same MN framework for bias-free RSA, SRM etc.
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BrainIAK retweetledi
Code from 2018 AISTATS paper "Matrix-normal models for fMRI analysis" w/ Michael Shvartsman Narayanan Sundaram, @mikio_aoi , Ted Wilke & Jon Cohen is now merged into BrainIAK @UseBrainIAK brainiak.org ! Same MN framework for bias-free RSA, SRM etc.
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BrainIAK retweetledi
Here's some #WednesdayMotivation by featuring @UseBrainIAK.
The Brain Imaging Analysis Kit is a package of Python modules useful for neuroscience, primarily focused on functional Magnetic Resonance Imaging (fMRI) analysis.
nitrc.org/projects/brain…
#neuroimaging
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BrainIAK retweetledi
Want a hands-on introduction to decoding, RSA, and more advanced fMRI analyses, with ready-to-use datasets, open source and free? Come to our poster #1046 at #OHBM2020. @UseBrainIAK
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BrainIAK retweetledi
Looking forward to working with everyone at #OHBMHackathon. Learn and/or contribute to fMRI analysis techniques. All skill levels welcome, from any geographic location. @UseBrainIAK @CameronTEllis Mihai Capota @Qihong_Lu @samnastase @ptoncompmemlab
OHBM Open Science Special Interest Group (OS-SIG)@OhbmOpen
New #OHBM2020 #Brainhack project submitted! 👩🏽💻 Learn and Enhance BrainIAK Tutorials: From Basics to Advanced fMRI Analyses. Wanna help people learn fMRI analyses & enhance BrainIAK Tutorials? Join this project! github.com/ohbm/hackathon… #109 #OHBMHackathon #hub_EMEA @UseBrainIAK
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BrainIAK retweetledi
New #OHBM2020 #Brainhack project submitted! 👩🏽💻
Learn and Enhance BrainIAK Tutorials: From Basics to Advanced fMRI Analyses. Wanna help people learn fMRI analyses & enhance BrainIAK Tutorials? Join this project! github.com/ohbm/hackathon…
#109 #OHBMHackathon #hub_EMEA @UseBrainIAK
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BrainIAK retweetledi
Our paper on connectivity SRM w/ @YunFeiLiu3 @hannahillman @ptoncompmemlab @HassonLab is now out in the @NeuroImage_EiC special issue on naturalistic imaging. We use cSRM to estimate a single shared response space across 10 story-listening fMRI datasets. doi.org/10.1016/j.neur…
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BrainIAK retweetledi
New preprint! In "Think like an expert", we measure understanding in student 🧠 and use it to predict and assess learning outcomes in a STEM course. The good news? Classmates are guide to success! With @ptoncompmemlab @HassonLab @PrincetonCS [1/4] biorxiv.org/cgi/content/sh…
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BrainIAK retweetledi
Back in 2016 @CameronTEllis and I were frustrated that there was no easy way to simulate realistic fMRI data with python. The tool that Cameron put together is now a fully-featured package, paper out today! peerj.com/articles/8564/
w/ @AnnaSchapiro, @mingbocai, Jon Cohen
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BrainIAK retweetledi
Excited to share the final version of our paper: BrainIAK tutorials for advanced fMRI analysis. journals.plos.org/ploscompbiol/a…
Freely available tutorials @ProjectJupyter and datasets at brainiak.org/tutorials/. Run these on local servers or on the cloud @GoogleColab @UseBrainIAK. 1/N
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BrainIAK retweetledi
In case you missed my talk at #SfN19: We're rolling out the "Narratives" collection with fMRI data for 300+ subjects listening to 20+ naturalistic spoken stories (750+ functional scans from @HassonLab @ptoncompmemlab). Data now available on @OpenNeuroOrg: openneuro.org/datasets/ds002…
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Learn about cutting edge fMRI analysis and tutorials to use them. Come to DD19: 8-12pm. @UseBrainIAK @CameronTEllis @ptoncompmemlab #SfN19
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BrainIAK retweetledi
Hasson Lab is seeking a skilled research programmer to join a project aiming to develop machine learning methods for understanding how language is encoded in "big data" neural activity patterns (i.e., large volumes of ECoG data): main-princeton.icims.com/jobs/10846/res…
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