Pedro J. Goncalves
@ppjgoncalves
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Computational Neuroscience and Machine Learning. Group Leader @__NERF @VIBLifeSciences and Associate Professor @KU_Leuven. Also @ppjgoncalves.bsky.social
Leuven, Belgium
Joined January 2018
Very privileged to be part of such an inspiring and fun community (effort)!
The sbi package is growing into a community project 🌎 To reflect this and the algorithms, neural nets, and diagnostics that have been added since its initial release, we have written a new software paper. Reach out if you want to get involved:
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RT @SNSotiropoulos: New preprint! Using simulation-based inference #SBI to map orientation #uncertainty and perform brain probabilistic #t…
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RT @smellstories: Oct 2 @biorxiv_neursci: "Experience shapes the transformation of olfactory representations along the cortico-hippocampal…
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Preprint alert: Jaxley, a package for simulation and training of complex biophysically-detailed neuroscience models. Project led by the awesome @deismic_ and a super fun collaboration with the labs of @jakhmack and @CellTypist! Excited about the possibilities this will open!
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
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RT @mackelab: Our study with @srinituraga et al to simulate the fruit fly visual system with deep learning now out in @nature! Paper: https…
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Exciting faculty positions at the interface of biology and ML/AI! Come join our awesome community! @_VIB_AI @VIBLifeSciences
We’re launching our new group leader call: 👉 4 open positions! We're recruiting both junior and senior profiles, who use and develop AI methods and mechanistic mathematical models to address fundamental questions in biology.
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RT @CMN_VIB: 🤩Join us for the 2️⃣nd joint VIB-UAntwerp - @BabrahamInst Hackathon! Whether you're a coding pro or just getting started, we p…
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New `sbi` release with loads of exciting new features. And very importantly, more and more a community-driven effort. Excited about all the possibilities this will open in ML for science and the new `sbi` developments yet to come!
We just released a new version of `sbi`, and this one has _a ton_ of new features! Many of these features are thanks to more than 30 (mostly new) contributors. We are very excited about the growing community and the new release! 🧵 1/8
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Lab grows, lab shrinks. First alumnus of the lab, leaving us to exciting new adventures @ucl Veel succes @s_shentyurk!
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RT @franzigrkn: We’re very excited to present this paper! Many thanks to all those who worked on the project! @AlanaDarcher @ppjgoncalves @…
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RT @franzigrkn: ⭐🚨 Tweeprint! 🚨⭐ Very excited to present my & @AlanaDarcher’s PhD research! What happens in your brain when you watch a…
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RT @KyleCranmer: I love seeing new applications of simulation-based inference (SBI) show up in new areas of science, and was thrilled to se…
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RT @mackelab: We are very excited to share our new work, which unifies probabilistic neural encoding, behavioral decoding, and joint dimens…
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This was an absolutely amazing experience! I had a super fun and inspiring time with the organisers @maxeggl @BernaezLaura and participants! Looking forward to seeing what the next edition will be about!
Just came from organising the the bio-inspired deep learning workshop with @BernaezLaura and lead by @ppjgoncalves. It was an absolutely fantastic experience and with great projects that I hope will lead to further collaboration.
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Excited about developing machine learning methods and applying them to neuroscience problems? Come work with us! We have a PhD and a postdoc positions: Please spread the word! @__NERF @imec_int @VIBLifeSciences @KU_Leuven
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RT @basile_cfx: Come to our poster II-068 today to see our latest progress on meta-learning families of plasticity rules in spiking network…
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RT @neimarkgeffen: The Cajal School in Computational Neuroscience resumes this summer! Come spend 3 weeks in Lisbon with us!
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Very excited to be the lecturer on this Simulation-based Inference workshop, organised by @BernaezLaura @maxeggl. Application deadline is February 29th. Please help spread the word!
Exciting news! We got funding to organize "Bio-inspired Deep Learning" workshop near Mainz again. Applications are now open for participants from both experimental and computational backgrounds. Don't miss out on this opportunity! #bioinspired #deeplearning
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