Cornelius Schröder
@CorSchroeder
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Working @mackelab, former PhD student @uni_tue w/ @CellTypist. Interests: ML, neuroscience, sustainability and good life. mastodon: @[email protected]
Tübingen, Germany
Joined March 2019
New preprint! Using simulation-based inference #SBI to map orientation #uncertainty and perform brain probabilistic #tractography. Work led by @josepemanzano in collaboration with @jakhmack @deismic_ @CorSchroeder @tkypraios @ppjgoncalves. @ERC_Research
Uncertainty mapping and probabilistic tractography using Simulation-Based Inference in diffusion MRI: A comparison with classical Bayes https://t.co/KjvYq2gONp
#biorxiv_neursci
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How can we train biophysical neuron models on data or tasks? We built Jaxley, a differentiable, GPU-based biophysics simulator, which makes this possible even when models have thousands of parameters! Led by @deismic_, collab with @CellTypist @ppjgoncalves
biorxiv.org
Biophysiscal neuron models provide insights into cellular mechanisms underlying neural computations. However, a central challenge has been the question of how to identify the parameters of detailed...
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Come work with us! We have an open PostDoc position in "Simulation-based model discovery" at Uni Tübingen in cooperation with Boehringer Ingelheim AI:
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Find us at Bernstein! 10 posters on ML methods for interpreting neural data: RNNs, spiking networks, connectome-constrained ANNs, uncertainty calibration in VAEs, decoding human brain recordings, diffusion models, forecasting aging in MRI, SBI+model component discovery and more:
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Our study on mental health in academia is out now! We present alarming numbers and we should start to take problems seriously. But we can all work together to change the academic system for the better!
“How is your thesis going?” Our article is finally out @PLOSONE ! We investigate the mental health of 589 PhD students @uni_tue and reveal alarming numbers of peers with depressive and anxious tendencies. https://t.co/yXj7ZLsyQJ 1/17
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#Opportunity .@AIMS_Rwanda is inviting applications for the graduate training school “Foundational Methods in Data Science” scheduled from March 19, 2023 to April 8, 2023 at AIMS Rwanda, Kigali For more details click here: https://t.co/EKXHZ2nsMe Deadline: 15 January 2023
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A substantial part of my PhD work with @teulerlab at @uni_tue , with @CellTypist @MatthiasBethge @alxecker @kfrankelab @SchwartzLabNU, is now out as a preprint! We found "A chromatic feature detector in the retina that signals visual context changes" https://t.co/EOhhWXU9Db
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How can one perform simulation-based inference on challenging real-world models? We introduce `Truncated Sequential Neural Posterior Estimation` (TSNPE), a robust and scalable simulation-based inference method. By @deismic_ @ppjgoncalves @jakhmack, accepted at NeurIPS ‘22. 🧵
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I don’t remember what life was like before starting this project years ago, but somehow our brains track the order of events well. How? See our paper on spike phase coding in human MTL and RNNs with J.Niediek @matthijs_pals @mackelab @humansingleunit
https://t.co/AQJLdNanEx 1/5
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So excited this is out @Nature 🎉 Pupil dilation with internal brain state rapidly shifts neural feature/color selectivity in mouse visual cortex by switching between rod&cone photoreceptors👁️🧠 https://t.co/RBn6J1E6RM Shared work with @KonstantinWille, @AToliasLab & @sinzlab
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Very excited for our October 20-22 workshop "Philosophy of Science Meets Machine Learning", hosted by @ml4science. Speakers include @cameronjbuckner @FeestUljana @ds_wats0n @uhlily @zacharylipton @KathleenACreel and many more. For the full program, see
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Why do we need SO many cell types in the retina? Efficient coding theory can begin to answer that! I am happy to announce that my new work “Efficient coding, channel capacity and the emergence of retinal mosaics” with @GregDField & @jmxpearson is accepted to #NeurIPS2022! more👇
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Ist das Ignoranz oder Bewusstes beibehalten das Status quo?!?
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Das WissZeitVG soll überarbeitet werden um Perspektiven in der Wissenschaft zu schaffen. @Junge_Akademie hat einige Vorschläge erarbeitet, das einzige auf was sich @HRK_aktuell vermutlich einigen kann, ist: Dauer auf 10 Jahre zu verkürzen, Mindestvertragsdauer für Promovierende.
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📢 Great speaker in our next @worldwideneuro talk on Thu May 19 at 4pm CEST: @KanakaRajanPhD @SinaiBrain @IcahnMountSinai on Curriculum learning as a tool to probe learning rules in #artificial and biological #brains Host @jakhmack @ml4science @uni_tue 👉 https://t.co/1xf2GEnfQ0
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If you are not following our sustainability challenges on Instagram, you can find them now all together on our website. So how many did you already complete? Check them out and get inspired for a more sustainable lifestyle! https://t.co/W3afwlSghK
sustainabilityphdinitiative.wordpress.com
SustainAbility Challenge On January 1st, 2022 we started an Instagram sustainability challenge series with 22 ideas about the personal and systemic impacts we can have. These challenges are also pr…
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"KI gestaltet Demokratie – Demokratie gestaltet KI" - Podium+WorldCafé, 04.04.22 mit @evawolfangel @UlrikeLuxburg @viktoria_sp @simschaupp, Thomas Grote - und mit euch?! Abschlussveranstaltung unseres PhD-Workshops zu #AIandDemocracy @uni_tue Anmeldung
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We are honored to receive this award! Thanks a lot and stay tuned for new projects to come! 🥳🥳🥳🎉🎉🎉
Der Fachbereich #Mathematik erhält den #Lehrpreis der Universität Tübingen: Digitale Übungen für #Studierende auf eigener Plattform. Der Sonderpreis für studentisches Engagement geht an die Promovierenden-Initiative „#sustainAbility“ https://t.co/uYTFGIxAhL
#uni_tue @SPI_tue
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