Machine learning applied to drug discovery and medical devices @ SandboxAQ

Joined May 2018
Photos and videos
Jordan Crivelli-Decker retweeted
Our new preprint examines how temporal statistical learning can influence reasoning behavior. This project involved a great group of collaborators that helped bring together knowledge of statistical learning, reinforcement learning models, and pattern similarity analysis.
In our new preprint, we find hippocampus and precuneus represent hidden structures underlying events; this may facilitate inductive inference based on event relationships. 1/8 biorxiv.org/cgi/content/shor… @athpud @NealWMorton @RodrigoViveros4 @AnnaSchapiro @criticalneuro @rjmolitor
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Jordan Crivelli-Decker retweeted
30 Sep 2021
The @cosanlab is hiring a new lab manager. Great opportunity to get experience studying emotion and social interactions and also learn Python, fMRI analyses, computational modeling, and more! tinyurl.com/3fj7yewu

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Jordan Crivelli-Decker retweeted
I'm recruiting a postdoc to join the Memory Modulation Lab at Boston College. For more details, see: thememolab.org/news/2021/09/…

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Jordan Crivelli-Decker retweeted
pleased to share work in collab w/ Karina Maciejewska, @KaminskyK, Andy Yonelinas, and @CharanRanganath where we link individual diffs in dual process memory measures w/ ERP signatures. Preprint avail from @biorxivpreprint: biorxiv.org/content/biorxiv/…

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Jordan Crivelli-Decker retweeted
Super excited to share my PhD labor of love, "The hippocampus constructs narrative memories across distant events," now in @CurrentBiology Full article here -> tinyurl.com/9hckf4em Many thanks to @UCDavis_Egghead for the thoughtful write-up (RT'd here) A🧵follows (1/n)

We remember better when memories fit into a narrative. Brain imaging shows that the hippocampus weaves events into stories @UCDavisCNS bit.ly/3CTYGWg
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Jordan Crivelli-Decker retweeted
What gets us absorbed in movies and stories? Is there a neural signature of attentional engagement to narratives? Does this neural signature predict what we will go on to remember about a story? work with @monicarosenb @esfinn now out! 1/4 pnas.org/content/118/33/e202…
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Jordan Crivelli-Decker retweeted
New preprint & my first paper w/Randy O'Reilly. We discuss the computational benefits of differentiating b/w content and structure in a variety of domains. We propose that event structure may be represented by the PM Network via predictive learning arxiv.org/pdf/2108.03387.pdf

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Jordan Crivelli-Decker retweeted
Really excited to share this new manuscript--one of two new submissions from a clever and innovative study by @AlexDavidClarke & @jcrivdeck This one builds on great work by @mariam_s_aly & Nick Turk-Browne.
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Jordan Crivelli-Decker retweeted
I’ve just put a release candidate for seaborn 0.11.2 up on PyPI and GitHub: github.com/mwaskom/seaborn/r… This version required a fair amount of tricky manual backporting. It would be really helpful for people to try it out and report any unexpected behavior. pip install —pre seaborn
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Jordan Crivelli-Decker retweeted
I'm excited to share a new review with Randy O'Reilly and @CharanRanganath. We present a biologically-based model of cortico-hippocampal interaction and error-driven learning, which explains not only the testing effect but also the effects of retrieval practice on untested items.
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Jordan Crivelli-Decker retweeted
⭐️We're thrilled to release our new "pydata-wrangler" Python package for cleaning and manipulating data!🐍 There's a special focus on text data and NLP (w/ wrappers for all @scikit_learn and @huggingface models). pip install pydata-wrangler Or check out data-wrangler.readthedocs.io

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Jordan Crivelli-Decker retweeted
11 May 2021
Hello! My lab's paper showing phase precession in the human hippocampus was just published by @CellCellPress. Check it out: authors.elsevier.com/a/1d2qd…. Great collaboration with co-authors: @QasimEtal and @ItzhakFried.

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Jordan Crivelli-Decker retweeted
New publication! In life, we can often recall multiple, separate experiences that form a single, coherent narrative. This ability to form a narrative across separated events actually makes it easier to recall each event in detail. Thread follows: (1/6) link.springer.com/article/10…
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Jordan Crivelli-Decker retweeted
26 Apr 2021
Higher-order sequence learning using structured graphs is a unifying theory of how the hippocampus learns cognitive maps. It provides novel mechanisms for transferable schemas and transitive inference, important topics in AI. Check it out @NatureComms nature.com/articles/s41467-0…

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Jordan Crivelli-Decker retweeted
Now out in @ScienceAdvances! Colab with @cosanlab led by @lukejchang. We show how vmPFC exhibits state-like dynamics that track with affective states during movie watching.
26 Apr 2021
Clear eyes, full hearts, can’t lose. The vmPFC ascribes idiosyncratic affective meaning while watching Friday Night Lights. Incredible team effort by @jeremyRmanning @Eshjolly, @jcheong0428 @kristinarapuano @elvandy1515 published in @scienceadvances bit.ly/3nn2Cbm
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Jordan Crivelli-Decker retweeted
1/ My son is “white passing”. Today in class they had someone talk about anti-indigenous and anti-blackness in class. The guy asked if anyone was native, my son did not raise his hand in a class full of Caucasian kids.
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Jordan Crivelli-Decker retweeted
New paper from @KaminskyK! Our collaborators at Wright-Patterson AFB examined the effects of DLPFC tDCS on cortical network relationships. Kamin's analyses reveal that the effects are real, but subtle, and surprisingly specific to the stimulation site. Now out in JoCN!
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Jordan Crivelli-Decker retweeted
17 Apr 2021
Really excited to *finally* share a preprint for a paper @CharanRanganath and I have been working on for a while: A cortico-hippocampal scaffold for representing and recalling lifelike events 1/13
A cortico-hippocampal scaffold for representing and recalling lifelike events biorxiv.org/cgi/content/shor… #biorxiv_neursci
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Jordan Crivelli-Decker retweeted
"Protocol for building a cognitive map ofstructural knowledge" wow, this is a gem by @SeongminAPark Douglas Miller @ErieBoorman ! ps, why nobody is tweeting it? pps, didn't know that @STARProtocols now became a journal sciencedirect.com/science/ar…
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