My first journal paper is out in PLOS Computational Biology! 🎉 We do SBI, but not in parameter space. We perform it on interpretable feedback gains, making inference fast, interpretable, and degeneracy-aware. lnkd.in/eZC4CYXK #ComputationalNeuroscience #SBI @neuroenguliege.bsky.social

"Accept (spotlight)" at ICML'26 😎 Our paper brings particle filters back to life: autoregressive diffusion models + posterior sampling yield optimal proposals for Bayesian filtering, scaling up to GenCast-sized systems. arxiv.org/abs/2605.20028 w/ Thomas Savary and @francois-rozet.bsky.social

📜 New preprint: "On the Importance of Multistability for Horizon Generalization in Reinforcement Learning" arxiv.org/abs/2605.12206 🧵

Very happy to share that our paper got a Spotlight at #ICML2026! 💡 This work explores two entirely distinct research directions, and we’d be excited to discuss it with anyone interested or curious! 📜 : arxiv.org/abs/2605.118... #AnalogAI #PersistentMemory #ML #UltraLowPower #Multistability

We shared our work on neuromorphic engineering & control at the Benelux Meeting on Systems and Control - great to connect with the community! More info : www.linkedin.com/posts/neuroe... #Neuroengineering #ControlSystems #NeuromorphicComputing #NeuromorphicEngineering

Project Glasswing from Anthropic and others shows that the AI era will not just happen on its own; we need to actively build the tools and institutions to make it safe and manageable.

Three researchers from our lab presented at #COSYNE2026 in Lisbon last week! Posters on calcium-based plasticity and on identifying neuromodulatory targets from spike recordings. Great discussions and some well-deserved sun. #Neuroscience #ComputationalNeuroscience

What if biological muscles could inspire a new control theory? Christian Fernandez & Alessio Franci are working on it, guided by Elena Petri (TU/e) 🧠⚙️ Neuromorphic hybrid systems — watch this space. #neuromorphic #controltheory

Neuromodulation moves entire clouds of conductances from one degenerate set to another. We make that shift visible and interpretable. See our poster on Saturday! #COSYNE2026 @neuroenguliege.bsky.social

In case it helps anyone: I just put 6+ million conductance-based neuron simulations (STG & DA models) on Zenodo. Took a few days of cluster time to generate. Spike trains with various sampling strategies and noise levels, ready to use. Code and information : shorturl.at/BAALO

🦋 We’re now on Bluesky! The Neuroengineering Lab at University of Liège studies intelligence from neurons to hardware. Follow our journey 👇 🌍 www.neuroengineering.uliege.be 🐦 X: x.com/NeuroEngULiege 🟦 LinkedIn: www.linkedin.com/company/neur... #Neuroengineering #Neuromorphic #BrainInspired #AI

Great to welcome a local TV crew into our lab! 🎥🧠 We had the pleasure of hosting the LABO4 team for a behind-the-scenes look at our daily research on the mysteries of the human brain. Catch the segment tonight at 19:30 on QU4TRE! 👉 www.news.uliege.be/cms/c_206393...

Once you get past the first 5 minutes of me bumbling around clearly in need of media training, we settle into a nice groove talking about fitting mechanistic models, ML/AI for neuroscience, underconstrainedness vs. degeneracy, and its potential benefits for biology (plus some good chuckles).

We’ve heard a lot about deep nudes and sexual deepfakes made without consent. Yet for weeks now, social media platforms from Meta have been running ads for deepfake apps, available directly on the App Store. I’ve reported at least 5 of them in the past 2 weeks. How did this become normalized?

"Une partie des dizaines de milliers de livres, documents et revues qu’accueillait l’établissement sera jetée à la poubelle" www.huffingtonpost.fr/internationa...

Excited to be at #COSYNE2026! 🧠 We’ll present a poster in #computational #neuroscience on population inference and #neuromodulation plausible targets investigation, extending our NeurIPS workshop work. The COSYNE 2026 abstract is available here: hdl.handle.net/2268/339005

Super interesting talk! Perceptions and actions shouldn’t be viewed as opposite or orthogonal concepts, but rather as two sides of the same coin under the Bayesian brain hypothesis.

Thanks for this talk @cpehlevan.bsky.social ! The call for a science of "AI for Science" and for caution when interpreting learned mechanisms in a purely data-driven context was particularly insightful.

Why can neurons with completely different ion channels fire identically? 🧠 Neuronal degeneracy isn't a bug - it's a feature. Come see how we reconstruct entire degenerate populations from spike times within an interpretable feedback framework. Poster @dataonbrainmind.bsky.social #NeurIPS2025 #DBM

Thrilled to announce that our work on reconstructing degenerated neuronal populations has been accepted at the NeurIPS 2025 Workshop on Data on the Brain & Mind 🎉 I will be in San Diego in early December to present a poster, and I’m really looking forward to it!

🧠✨ Thrilled to announce my FIRST preprint is now live! ✨🧠 Sharing my first research paper on arXiv, tackling a challenge in computational neuroscience. 📄 arXiv preprint: arxiv.org/abs/2509.12783 📚 ORBi (with supplementary materials): hdl.handle.net/2268/335923