Michael Deistler @deismic_
Machine Learning tools for neuroscience @MackeLab michaeldeistler.github.io Tübingen, Deutschland Joined February 2019-
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Neural networks are highly sensitive to tiny adversarial perturbations. Can we trust them to reliably perform Bayesian inference? We investigated the brittleness of inference networks & possible solutions. By @gloecklermanuel @deismic_ @jakhmack, accepted at ICML. 🧵1/5
We are hiring postdocs! If you're interested in working at the intersection of machine learning and neuroscience, join us in Tübingen @uni_tue to build biologically realistic and task-performing deep neural networks. Check out the full job ad here: mackelab.org/jobs/
Craziest day of sports for as long as I can remember.
Highly recommended!
Herzlichen Glückwunsch! Die Biologin Rita Triebskorn erhält den Tübinger Preis für #Wissenschaftskommunikation - Der Nachwuchspreis geht an die KI-Forscherin @SchulzAuguste: uni-tuebingen.de/universitaet/a… #Wisskomm #Biologie #KI
📢🧠Got your hands on one of the amazing connectomics data and want to use computational modeling to explore the underlying connectivity principles? Check out the recent preprint by @janfiete @HarthPhilipp @_rdgao @chhege M.Oberlaender @jakhmack et al. doi.org/10.1101/2023.0… 1/n
We (@lappalainenjk, @srinituraga + many others) built a neural network constrained by anatomical connectivity, and showed that--- with task-training---it develops realistic neural activity in single cells! This might be the most exciting study I have ever been part of.
We (@lappalainenjk, @srinituraga + many others) built a neural network constrained by anatomical connectivity, and showed that--- with task-training---it develops realistic neural activity in single cells! This might be the most exciting study I have ever been part of. https://t.co/SJJfmy4uUJ
How useful is a connectome? We show that you can predict quite a bit about the neural activity of a circuit from just measurements of its connectivity. Led by star graduate student @lappalainenjk, collaboration with @jakhmack. #connectome biorxiv.org/cgi/content/sh… 1/n
we know there is a diversity of cell types, network topographies, and other physiological mechanisms that shape network dynamics. can we include them all while automating fitting spiking networks to real brain data? Poster III-38 tonight at #cosyne23
explore our new work on how genes determine the physiology of neural cell types using #simultation based #inference with hybrid models, by my PhD student @YvesBernaerts with @ppjgoncalves @jakhmack @hippopedoid @__jnsbck__ @deismic_ @AndreasTolias 1/n biorxiv.org/content/10.110…
Super happy for Pedro! If you at e looking for a PhD position in ML and/or computational neuroscience, apply to his lab!
Super happy for Pedro! If you at e looking for a PhD position in ML and/or computational neuroscience, apply to his lab!
📣 Big news: @ppjgoncalves will be joining NERF as a new group leader this May! The Gonçalves lab will develop and apply #machinelearning methods to derive mechanistic insight in neuroscience. goncalveslab.sites.vib.be/en 1/3
How can we achieve sample-efficient exploration in object manipulation environments? Can we transfer experience from this intrinsic free-play phase to solve downstream tasks zero-shot? Find out in our #NeurIPS22 paper! With @_sebastianblaes and @GMartius 🧵1/6
Stoked to share my first #NeurIPS2022 paper. "Efficient Identification of informative features in SBI" arxiv.org/abs/2210.11915 w. @deismic_, @YvesBernaerts, @jakhmack, @CellTypist @ml4science We use NLE to efficiently identify how features constrain posteriors in SBI. (1/8)
Want to chat about simulation-based inference, normalizing flows, or ML for science? I’m in New Orleans, so DM me if you are around, or drop by my poster on Tuesday 11:00, Hall J, 717
Want to chat about simulation-based inference, normalizing flows, or ML for science? I’m in New Orleans, so DM me if you are around, or drop by my poster on Tuesday 11:00, Hall J, 717
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. 🧵
📢 We just released a new sbi version with many improvements and several new features: a SNPE-method that avoids “leakage”, expected coverage tests, and embedding networks that allow iid data for SNPE 🧵 1/6
Wash your lobster costumes cause it’s time to party! 🥳🦞 I’m super happy that this is in print now! A huge "thank you" to my amazing colleagues and supervisors who provided scientific and mental support during this journey! 💝
Wash your lobster costumes cause it’s time to party! 🥳🦞 I’m super happy that this is in print now! A huge "thank you" to my amazing colleagues and supervisors who provided scientific and mental support during this journey! 💝 https://t.co/zLaaOPt4aZ
📢We released a new version of SBI with many improvements and one highlight🎉: We enabled access to ArviZ (@arviz_devs) to benefit from their amazing MCMC diagnostics and inference visualizations 🤩 (thanks to @sethaxen)! see github.com/mackelab/sbi/r… for details 1/2
Simulation-based inference (SBI) has accelerated model-building across many disciplines. It’s also useful for studying cognition: We present Mixed Neural Likelihood Estimation, an SBI method tailored to models of decision-making! By @janfiete @janmatthis @_rdgao @jakhmack 1/5
Konstantin Willeke @KonstantinWille
860 Followers 2K Following 🤖 🤝🧠 AI and Neuroscience of Vision. Member of Neuronal Intelligence Team @Sinzlab. PhD @uni_tue, @MPI_IS.
Philipp Berens @CellTypist
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Machine Learning in S.. @mackelab
2K Followers 178 Following We build probabilistic #MachineLearning and #AI Tools for scientific discovery, especially in Neuroscience. Probably not tweeted by @jakhmack.
ML for Science @ml4science
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Lara Hoefling @LaraHoefling
328 Followers 424 Following Computational Neuroscientist in training (PhD student @UniTübingen). Interested in neural design and machine learning.
Gilles Louppe @glouppe
9K Followers 2K Following On a quest to accelerate Science with #AI. Professor of AI and deep learning @UniversiteLiege. Previously @CERN, @nyuniversity.
sbi developers @sbi_devs
147 Followers 47 Following Simulation-based inference (SBI) in PyTorch. Tweeted by @deismic_, @janfiete and @janmatthis
Roxana Zeraati @roxana_zeraati
902 Followers 928 Following PhD student at IMPRS MMFD @Uni_Tue, @MPICybernetics, in search of computational principles of adaptive behavior.
Benjamin Kurt Miller @bkmi13
615 Followers 758 Following PhD student at @AmlabUva and @GRAPPAinstitute in the @ai4science_lab. Simulation-based inference is my thing these days. Prev @MSFTResearch, @MetaAI.
Martina Contisciani @mcontisc
990 Followers 960 Following Postdoctoral Researcher @dnds_ceu. Previously, PhD @MPI_IS. Interested in probabilistic generative models, statistical inference, and network science.
Jakob Macke @jakhmack
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Cyber Valley @Cyber_Valley
5K Followers 578 Following Europe’s largest and leading center for excellence in artificial intelligence and modern robotics.
Lisa Schmors @lisa_schmors
888 Followers 1K Following I'm interested in Computational Neuroscience, Machine Learning & Data Science | PhD @MPI_IS @uni_tue @celltypist lab 🧠 | Science podcast @i_am_scientist_🎙️💡
Jan Lause 🟦 @janla.. @JanLause
704 Followers 1K Following data science PhD student 🧬🧠🖥️ scRNA data, retina & brain | sci-comm 🤖❤️🌍 AI & sustainability | easily sidetracked by small details in plots & birds 📈🔍🦜
Dan Levenstein @dlevenstein
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563 Followers 340 Following Postdoc at the Center for Theoretical Neuroscience at Columbia University
Patrick.Kluegel @PKluegel
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Philipp Hennig @PhilippHennig5
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Kyle Cranmer @KyleCranmer
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Linda Ulmer @lj_ulmer
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Jan Hartung @_JanHartung_
171 Followers 302 Following Neurologist-in-training and neuroscientist @ University Hospital Jena. Previously at the Letzkus lab @ MPI Brain & University of Freiburg.
Kevin Rupp @_kerupp_
42 Followers 127 Following
Joel Dyer @JoelNMDyer
292 Followers 1K Following AI for agent-based models @CompSciOxford & Fellow @INET_Complexity @INETOxford. Formerly Researcher @Improbableio & PhD @OxUniMaths @turinginst @JGIBristol
Noémi Éltető @EltetoNoemi
329 Followers 428 Following AI-like human interested in human-like AI. Student researcher @DeepMind in London; PhD student @MPICybernetics in Germany
Isabel @RMROMYARKIN
228 Followers 783 Following
Thomas Hummel @hummelth_
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mirkix 📊 @supermirk
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Tim Weiland @TimWeiland8
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antonio vergari 💥 .. @tetraduzione
4K Followers 1K Following human being | associate prof in #ML #AI @ancAtEd | PI of #APRIL https://t.co/7uTqRZtmEd | #probabilistic #models #tractable #generative #neuro #symbolic |
KlaesLab @klaeslab
108 Followers 224 Following Neurotechnology lab led by Christian Klaes. We do cool brain science at @ruhrunibochum #neuroprosthetics #bmi #electrophysiology #VR
Pietro Monticone @PietroMonticone
2K Followers 901 Following Mathematics @UniTrento || Formalising in @LeanProver || Developing in @JuliaLanguage || Modelling @In_Phy_T || Forecasting @Metaculus || Reading @Goodreads.
Ehsan Kazemi @EhsanKazemi_
63 Followers 124 Following Research Software Engineer at Google / Machine Learning Researcher
Paul Hagemann @PhagemannMl
68 Followers 243 Following PhD student at TU Berlin working in the intersection of maths and generative modelling. Interested in inverse problems.
Vincent Zaballa @VZaballa
123 Followers 837 Following PhD student in biomedical engineering at UC Irvine. Interested in bioengineering, ML in biology, and microfluidics. https://t.co/CQQWi2tjQC
Zeryán @ZeryanG
1K Followers 690 Following Mining Engineer. Building CEME1, 480MW PV plant, biggest in southamerica (by now). Learning machine learning. Testing GenAI in construction ops and management.
Mehmet (Matt) K. Turk.. @mkturkcan
255 Followers 801 Following Postdoc at @EE_ColumbiaSEAS. Computer vision and deep learning applications. Previously member of Bionet lab working on @FlyBrainObs; focusing on Drosophila.
Lukas Groschner @LukasGroschner
758 Followers 571 Following
Josephine Müller @JoseMueller92
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Lars Dingeldein @DingeldeinLars
30 Followers 122 Following
Krishna Sri Ipsit Man.. @SriIpsit
337 Followers 4K Following Grad Student @PurdueCS || CMMRS'23 || BTech EE'22 @IITBombay
Manvi Arora @Manvi_Arora21
66 Followers 156 Following PhD student working in NeuroOncology #Astrocytes @AIIMS👩🔬 | @lindaunobel #LINO23 Alumna🤝| Ambassador @EACR (European Association for Cancer Research)
Rüdiger Groß @r_gross_
779 Followers 1K Following Virologist-Biochemist, Student pilot ✈️, Coffee enthusiast. Working on Flavi- 🏐 and Coronaviruses, extracellular vesicles 🎱 and more 🦠 at @uni_ulm & @CRC1279
Mahak Singhal @mahak906
432 Followers 718 Following Junior group leader @ECAS; fascinated to study the role of vascular cells beyond angiogenesis; loves to travel, meet strangers and explore cultures
Rosanne Reitsema @_Rosanne
32 Followers 23 Following 🇸🇪Postdoc Örebro University, cardiovascular research center
David Hain @dhain_neuro
57 Followers 225 Following
Shervin Safavi @neuroprinciples
3K Followers 5K Following searching for principles, empirical approach, integration | doing comp neuro & psych | PI @ CMC lab, @tudresden_de | ex-@MPICybernetics (Dayan & Logothetis lab)
Abraham Zelalem Volla.. @azvollan
133 Followers 111 Following MD. PhD student in the Moser lab @KISNeuro
Vanessa Klapp @vanessaklapp
94 Followers 113 Following scientist, working on leukemia and cancer immunology, PhD in progress
فراس مشعور |.. @FerasMachour
12 Followers 187 Following
Weiyi Chen @DrWChen
157 Followers 347 Following Born in 🇸🇬. PhD in 🇦🇺. Postdoc in the Brüning lab 🇩🇪 @MPI_Metabolism @CECAD_ My craft: #Neuroscience, #Metabolism, #Autophagy
Cottrell Tamessar (Sh.. @CTamessar
203 Followers 319 Following Pacific Islander & Neurodiverse Researcher 🇫🇯 Characterising Seminal Fluid Extracellular Vesicles 👩🏽🔬 Mentor @ScienceAU @UoN_HunterWiSE 🤝
Artem Kushner @rtkushner
265 Followers 4K Following I speak Spanish with God, Italian with women, French with men and German with my horse
He Wang 王赫 🇨�.. @Herb_hewang
88 Followers 463 Following Postdoc at ICTP-AP & ITP-CAS | PhD @BeijingNormalU | studying gravitational waves and machine learning | on behave of @KAGRA_PR
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504K Followers 71K Following Follow me on my new podcast with AI startups, Unaligned. Tech industry color commentator since 1993. Author/Blogger. Former strategist @Microsoft.
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58K Followers 638 Following Director, Max Planck Institute for Intelligent Systems (@MPI_IS). Chief Scientist @meshcapade. Building 3D digital humans using vision, graphics, and learning.
Konstantin Willeke @KonstantinWille
860 Followers 2K Following 🤖 🤝🧠 AI and Neuroscience of Vision. Member of Neuronal Intelligence Team @Sinzlab. PhD @uni_tue, @MPI_IS.
Philipp Berens @CellTypist
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Dmitry Kobak @hippopedoid
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Machine Learning in S.. @mackelab
2K Followers 178 Following We build probabilistic #MachineLearning and #AI Tools for scientific discovery, especially in Neuroscience. Probably not tweeted by @jakhmack.
ML for Science @ml4science
5K Followers 1K Following Cluster of Excellence Machine Learning: New Perspectives for Science @uni_tue, funded by @dfg_public. Imprint & privacy statement: https://t.co/LBumE6j7RO
Lara Hoefling @LaraHoefling
328 Followers 424 Following Computational Neuroscientist in training (PhD student @UniTübingen). Interested in neural design and machine learning.
Gilles Louppe @glouppe
9K Followers 2K Following On a quest to accelerate Science with #AI. Professor of AI and deep learning @UniversiteLiege. Previously @CERN, @nyuniversity.
Max Welling @wellingmax
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Frank Noe @FrankNoeBerlin
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Dan Goodman @neuralreckoning
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sbi developers @sbi_devs
147 Followers 47 Following Simulation-based inference (SBI) in PyTorch. Tweeted by @deismic_, @janfiete and @janmatthis
Roxana Zeraati @roxana_zeraati
902 Followers 928 Following PhD student at IMPRS MMFD @Uni_Tue, @MPICybernetics, in search of computational principles of adaptive behavior.
Benjamin Kurt Miller @bkmi13
615 Followers 758 Following PhD student at @AmlabUva and @GRAPPAinstitute in the @ai4science_lab. Simulation-based inference is my thing these days. Prev @MSFTResearch, @MetaAI.
Martina Contisciani @mcontisc
990 Followers 960 Following Postdoctoral Researcher @dnds_ceu. Previously, PhD @MPI_IS. Interested in probabilistic generative models, statistical inference, and network science.
Jakob Macke @jakhmack
4K Followers 399 Following #ML & #AI for scientific discovery · Prof @uni_tue @ml4science @mackelab @BernsteinNeuro · Adjunct @mpi_is · Fellow @EllisForEurope · currently hiring postdocs
Kanaka Rajan @KanakaRajanPhD
10K Followers 2K Following Associate Professor at Harvard & Kempner Institute. Applying computational frameworks & ML to decode multi-scale neural processes. Marathoner. Rescue dog mom.
Miles Cranmer @MilesCranmer
12K Followers 903 Following Assistant Prof @Cambridge_Uni, works on AI for the physical sciences. Previously: Flatiron, DeepMind, Princeton, McGill.
Werner Bartens @WernerBartens
3K Followers 323 Following Vier von drei Ärzten haben Probleme mit Statistik. SZ. Arzt. Bücher: Lob der langen Liebe, Ist das Medizin oder kann das weg? Gesundheitsrisiko weiblich
Celestine Mendler-Dü.. @CeleMenDu
603 Followers 329 Following PI at @ELLISforEurope • Research Group Lead @MPI_IS @TübingenAICenter engaging w/ social foundations of ML • former @UCBerkeley @IBMResearch @ETH
Wieland Brendel @wielandbr
3K Followers 186 Following Machine Learning Group Leader at Max Planck Institute for Intelligent Systems (@MPI_IS), co-founder of @layer7ai, co-initiator of @BWKI10.
Antonio Orvieto @orvieto_antonio
1K Followers 1K Following Deep Learning PI @ELLISInst_Tue, Group Leader @MPI_IS. I compute stuff with lots of gradients 🧮, I like Kierkegaard & Lévi-Strauss 🧙♂️
Pietro Monticone @PietroMonticone
2K Followers 901 Following Mathematics @UniTrento || Formalising in @LeanProver || Developing in @JuliaLanguage || Modelling @In_Phy_T || Forecasting @Metaculus || Reading @Goodreads.
David Coz @dav_cz
701 Followers 97 Following software engineer @google, applying deep learning to medical problems. Previously, Google Daydream founding member, co-inventor of Google Cardboard.
Ehsan Kazemi @EhsanKazemi_
63 Followers 124 Following Research Software Engineer at Google / Machine Learning Researcher
Vincent Zaballa @VZaballa
123 Followers 837 Following PhD student in biomedical engineering at UC Irvine. Interested in bioengineering, ML in biology, and microfluidics. https://t.co/CQQWi2tjQC
Thuerey Group at TUM @thuereyGroup
2K Followers 145 Following Our focus is to develop numerical methods for physics simulations with deep learning techniques.
Lukas Groschner @LukasGroschner
758 Followers 571 Following
Manvi Arora @Manvi_Arora21
66 Followers 156 Following PhD student working in NeuroOncology #Astrocytes @AIIMS👩🔬 | @lindaunobel #LINO23 Alumna🤝| Ambassador @EACR (European Association for Cancer Research)
Lisa Sikkema @SikkemaLisa
515 Followers 158 Following PhD student in machine learning and comp bio at the Fabian Theis lab (Helmholtz Centre Munich).
Lukas Heumos @LukasHeumos
811 Followers 696 Following European PhD student @HelmholtzMunich in the groups of @fabian_theis and @schillerlab. Steering council @scverse_team. Research software engineer @laminlabs.
Mahak Singhal @mahak906
432 Followers 718 Following Junior group leader @ECAS; fascinated to study the role of vascular cells beyond angiogenesis; loves to travel, meet strangers and explore cultures
Rüdiger Groß @r_gross_
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157 Followers 347 Following Born in 🇸🇬. PhD in 🇦🇺. Postdoc in the Brüning lab 🇩🇪 @MPI_Metabolism @CECAD_ My craft: #Neuroscience, #Metabolism, #Autophagy
فراس مشعور |.. @FerasMachour
12 Followers 187 Following
Vanessa Klapp @vanessaklapp
94 Followers 113 Following scientist, working on leukemia and cancer immunology, PhD in progress
Abraham Zelalem Volla.. @azvollan
133 Followers 111 Following MD. PhD student in the Moser lab @KISNeuro
Shervin Safavi @neuroprinciples
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57 Followers 225 Following
Cottrell Tamessar (Sh.. @CTamessar
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Sam Reiter @SamAlbertReiter
779 Followers 133 Following I'm interested in quantitative behaviour and neuroscience, and lately have been looking at cuttlefish.
Google Students @googlestudents
477K Followers 119 Following Official Google stuff! From pre-university to PhD (and beyond), we got you.
Felix Waitzmann @FelixWaitzmann
23 Followers 31 Following Doctoral Candidate in Computational Neuroscience at the Gjorgjieva lab | https://t.co/vrAyUckZvd. Neuroengineering graduate at TUM
Mormann Lab @humansingleunit
226 Followers 85 Following Mormann Workgroup for Cognitive and Clinical Neurophysiology. We study #memory, #perception, and #epilepsy using human single unit recordings.
Leuven Brain Institut.. @leuvenbrainins1
3K Followers 5K Following Het LBI verenigt al het hersenonderzoek @ku_leuven, @uzleuven & @upckuleuven / The LBI unites all neuroscience research @ku_leuven, @uzleuven & @upckuleuven🧠🔬
MPI for Biological In.. @MPIforBI
6K Followers 203 Following Max Planck Institute investigating how animals acquire, store, apply and pass on knowledge about their environment. Tweets by the Communications Team.
Matthew Larkum @mattlark
3K Followers 214 Following Experimental neuroscientist at Humboldt Uni Berlin, violinist, chamber music fanatic.
Alexander Ecker @alxecker
2K Followers 505 Following Neuroscience, Machine Learning, Computer Vision. Scientist @uniGoettingen, @mpids and co-founder of @maddox_ai | @[email protected]
Daniela Leite @leite_danie
40 Followers 182 Following Research Scientist at @intel Labs. PhD student in Machine Learning at @MPI_IS.
🦓CEBRA @cebraAI
2K Followers 7 Following 🦓 Consistent EmBeddings of high-dimensional Recordings using Auxiliary variables | pip install cebra
Didier Chételat @didier_chetelat
4 Followers 4 Following
Mathieu Besançon @matbesancon
2K Followers 2K Following Researcher in math. optimization @inria_grenoble. Applied maths, programming, OSS, energy, higher ed, games. Also on the elephant and blue sky platforms
Max B. Paulus @mbpaulus
323 Followers 765 Following PhD student in machine learning @ETH and @MPI_IS
Guillaume Dalle @giomdal
2K Followers 2K Following PhD in machine learning & optimization, now postdoc at EPFL. Julia language enthusiast. Amateur songwriter (aka PianoHamster). OCD survivor.
Lara Scavuzzo Montañ.. @lascavana
70 Followers 110 Following Traveling salesperson and PhD student @tudelft
Neil Houlsby @neilhoulsby
4K Followers 317 Following Professional AI researcher; amateur athlete. Senior Staff RS in the Google Deepmind, Zürich. Attempts triathlons.
Akshay K. Jagadish @akjagadish
240 Followers 396 Following Graduate Student @CPILab | @MPICybernetics Meta-learned models of cognition | CogSci ➡️ LLMs ➡️ CogSci
Méysam HASHÉMI @meysam0873
352 Followers 2K Following Postdoc researcher at @INS_Umr1106. Computational neuroscience, Brain dynamics & Bayesian inference. ~Approx to the Truth. MyBrainstorming|MyImagination.
Mathieu Blondel @mblondel_ml
9K Followers 419 Following Research scientist at Google DeepMind. Current research interests: differentiable programming, LLMs, Transformers.
Katharina Eggensperge.. @KEggensperger
399 Followers 114 Following Early Career Group Leader at @ml4science | @uni_tue. Working on #AutoML for Science. All opinions are my own.
Fritjof Helmchen @FritjofHelmchen
2K Followers 238 Following Professor of Neuroscience, Brain Research Institute, University of Zurich
Candice Lee @Candiceelee
167 Followers 202 Following Post-doc research scientist in @TheBrunoCortex lab 🧠👩🏽🔬 | University of Oxford | she/her 🇨🇦
Kyra Kadhim @KadhimKyra
67 Followers 125 Following Computational neuroscience PhD student @uni_tue & @MPI_IS. Also veg*, yogi, and some of that hippie stuff💚
Seong Joon Oh @coallaoh
1K Followers 870 Following Leading the STAI group at the University of Tübingen https://t.co/qrSPDDcdOy Advising @ParameterLab.
Jean-Claude Beique @JCBeique
422 Followers 940 Following Dad, husband and aspiring scientist. Professor of Neuroscience at University of Ottawa.
Just compiled my last three years of research into one downloadable model: Pretrained uncertainties that transfer zero-shot to new datasets 📖 arxiv.org/abs/2402.16569 💻 github.com/mkirchhof/url 🥳 Thanks!! to @MarkPKCollier from @GoogleAI, @coallaoh, and @EnkelejdaKasne1 🧵1/5
Happy to share our new preprint “Probabilistic Inference on Virtual Brain Models of Disorders” with @sci_developer (A. Ziaee-Mehr, equal contribution), Marmaduke Woodman, @spase_petkoski & @ViktorJirsa. biorxiv.org/content/10.110…
Happy to announce that @memming and me have put together a workshop on reconstructing dynamical systems from neural data with a fantastic line-up of speakers… more details to come. Join us in Cascais!
#Cosyne2024 workshops have been announced!!🤓🧠🤩 Check them out 👇👇👇 cosyne.org/workshops-prog…
What does this dog have to do with a sh!tty data project? In the scope of the Data Literacy course, two of our students Michelle Schlicher and Karsten Binz analyzed as a real-world problem whether there is a connection between the meals of their dog Buddy and his diarrhea. (1/8)
#AutoML23 social chairs enjoying the social program in a chair @automl_conf. With @__mfeurer__
See our new work using #SBI and #TVB to investigate the causal mechanisms underlying diaschisis 🥳🥳 Well done @GRabuffo, @sci_developer, et al and thanks to all our global contributors! 👏 👏
Focal brain manipulations can induce both local and nonlocal effects, a phenomenon also known as diaschisis. What are the underlying neurophysiological mechanisms? We addressed this question with mouse experiments and virtual brain models. biorxiv.org/content/10.110… Tread 👇
Thrilled to receive the Best Student Paper Award at the Epistemic Uncertainty Workshop at #UAI2023 🤩 If you haven't read about our efforts to equip pretrained models with uncertainty estimates, we're continuously updating our benchmark 👉 arxiv.org/abs/2307.03810
📢New work on estimating uncertainty in MR recon. We developed a method based on conditional VAEs that produces fast, well-calibrated uncertainty estimates. We further show how uncertainties can be *propagated* to a downstream segmentation task. ➡️Check out @95pfischer's thread!
Accelerating MR scans introduces uncertainty. But what can you do with it once you have it? In our @UNSURE_Workshop work we take a holistic look at uncertainty estimation and propagation to downstream clinical tasks. 📜arxiv.org/abs/2308.02631 🔗github.com/paulkogni/MR-R…
Accelerating MR scans introduces uncertainty. But what can you do with it once you have it? In our @UNSURE_Workshop work we take a holistic look at uncertainty estimation and propagation to downstream clinical tasks. 📜arxiv.org/abs/2308.02631 🔗github.com/paulkogni/MR-R…
Last week, I successfully defended my PhD! 🥳🎉🥂 I want to thank everyone that supported me on this journey, especially Ingo Steinwart, @BachFrancis, @ViktorZaverkin, @SimTechStuttga2. Looking forward to a new postdoc adventure with @BachFrancis and @GaelVaroquaux!
Have you ever thought that the classification of El Niño events into EP and CP is rather arbitrary? Our new study challenges these binary classifications using a fuzzy unsupervised approach. #ENSO Preprint: arxiv.org/abs/2307.11552
@neuralreckoning @jmourabarbosa Remarkable that people still don't join the dots 20 years on... idp.nature.com/authorize/casa…
Happy to share a jax library for conditional normalizing flows LFIAX (Likelihood Free Inference in jAX). In addition to conditional normalizing flows, this has some Bayesian optimal experimental design goodies. github.com/vz415/lfiax
@ArnaudDelaunoy and I are presenting our poster about the balance criterion for simulation-based inference at @aabi_org today at 1450! x.com/arnauddelaunoy…
Balancing has empirically proven to produce more conservative posterior approximations. However, this technique was limited to ratio-based algorithms. This work extends its applicability to all methods that provide posterior density estimation. arxiv.org/abs/2304.10978
Happy that my master's thesis paper is finally published! journals.plos.org/ploscompbiol/a… Thanks to all co-authors and especially to my first neuroscience mentors @ComputingCajal & @jedlickap who introduced me to the field and motivated me to continue my journey after graduation!
Do apply! Fantastic projects within an awesome community!
Our 2024 PhD Call is now open! Join us for exciting research in: 🧠 Neural circuits & behavior 🧠 Neural systems and computation 🧠 Advanced brain recording and imaging Please spread the word and send curious students our way! nerfphdcall.sites.vib.be
Delighted that #BUCTD has been accepted at #ICCV! 🙌📚 Grateful for the exceptional teamwork and dedication of @zhoumu53, @TrackingActions, and @TrackingPlumes!
🍾 Super happy to say that #BUCTD was accepted to #ICCV2023! Huge congratulations to @zhoumu53, @LStoffl & @TrackingPlumes, it was so great to work with you all🙏🎉 🥂 🇨🇭@EPFL_en @Brainmind_EPFL @ICepfl @epflSV ⬇️ Details below!
I was watching Lord of the Rings last night and realized there are many parallels with academia! A thread 🧵👇
🗣️ Today I had the pleasure to present our ongoing work @netsci2023, in Vienna. 🎯 I talked about an approach to perform inference on heterogeneous and attributed multilayer networks. ♻️ Stay tuned for details!
JOB AD, please share: The Groschner lab @TheCrick is looking for a #postdoc to study temporal signal processing in the #Drosophila #brain. crick.wd3.myworkdayjobs.com/External/job/L…
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