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Roman Makarov

@roman-makarov

PhD Candidate @dendritesgr.bsky.social & SmartNets ETN Developer of DendroTweaks @dendrotweaks.bsky.social

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21.11.2024
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Latest posts by Roman Makarov @roman-makarov

Online workshop: Practical introduction to neuronal modeling with DendroTweaks and Dendrify

Online workshop: Practical introduction to neuronal modeling with DendroTweaks and Dendrify

Join us for a free online workshop on neuronal modeling with #DendroTweaks and #Dendrify!

πŸ“… When: Late April 2026 (exact schedule TBA)
πŸ”— Register here: forms.gle/txUzajvPBzDc...

#neuroskyence #compneurosky

13.02.2026 13:41 πŸ‘ 5 πŸ” 5 πŸ’¬ 1 πŸ“Œ 0

Amazing opportunity for the dendritic community to meet again! It’s going to be a fantastic time to connect, share ideas, and enjoy the island’s beauty together. Hope to see many new faces and old friends
#neuroskyence #compneurosky

05.02.2026 07:52 πŸ‘ 3 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Thank you, happy to hear that!

16.01.2026 20:50 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

I'm excited to share that our DendroTweaks paper is now published in eLife! Thank you to @yiotapoirazi.bsky.social, @spiroschav.bsky.social, and everyone who provided valuable feedback on this project!

13.01.2026 16:58 πŸ‘ 5 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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Great start to #CNS2025Florence πŸŽ†

Thank you to everyone for joining our tutorial on Jaxley and DendroTweaks! It was a great pleasure organizing it toghether with @kyrakadhim.bsky.social, @deismic.bsky.social and @spiroschav.bsky.social

Find all tutorial materials here: github.com/r-makarov/cn...

06.07.2025 08:55 πŸ‘ 8 πŸ” 0 πŸ’¬ 0 πŸ“Œ 1

Want to learn more? Join us for a hands-on tutorial at CNS*2025 πŸ“… July 5 πŸ“Florence, Italy

cns2025florence.sched.com/event/25kVa/...

17.06.2025 16:02 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

βš™οΈ Big under-the-hood improvements too! The source code is now openly available:

- Core library: github.com/Poirazi-Lab/...
- Web app: github.com/Poirazi-Lab/...

17.06.2025 16:02 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

πŸ› οΈ Enhanced tools:

- Edit morphologies as tree graphs
- Convert NMODL mechanisms to Python
- Simplify models with built-in morphology reduction
- Validate voltage responses through automated analysis
- Generate plain NEURON code to incorporate your cells into networks

17.06.2025 16:02 πŸ‘ 2 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

🧩 Modular model representation: Easily export and share modified morphologies, channel distributions, and stimulation protocols.

17.06.2025 16:02 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
DendroTweaks | Home

πŸ•ΉοΈ Redesigned GUI: More intuitive layout, new widgets, and useful prompts on a status panel.

Try the demo online πŸ‘‰ dendrotweaks.dendrites.gr

17.06.2025 16:02 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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Have you tried building neuronal models with #DendroTweaks? It’s a Python toolbox we made to help you visualize and customize single-neuron models with active dendrites. And it's just got a major update! ✨ Here's what's new: 🧡

17.06.2025 16:02 πŸ‘ 17 πŸ” 4 πŸ’¬ 1 πŸ“Œ 0

It might just be a matter of getting used to it. After all, natural languages are built on similar principles β€” subject, verb, object (or variations of this order). From my experience, I always need to uncover some kind of structure within plain text to understand it anyway.

17.04.2025 12:11 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Although it's not exactly what you're discussing here, I believe focusing on micro-facts rather than broad ideas helps minimize bias.

17.04.2025 11:22 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
DendroPedia

I had an idea of a wiki-like platform where different concepts are connected through relations: r-makarov.github.io/dendropedia/.... It adds more structure than Wikipedia or Scholarpedia currently have. Unfortunately, I haven't had much time to work on it, so it remains just at the level of an idea.

17.04.2025 11:22 πŸ‘ 2 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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We are thrilled to host a tutorial on biophysical modeling with Jaxley & DendroTweaks at #CNS2025! πŸ“ Florence, July 5 β€” looking forward to seeing you there! www.cnsorg.org/cns-2025 @cnsorg.bsky.social

26.02.2025 17:46 πŸ‘ 17 πŸ” 3 πŸ’¬ 0 πŸ“Œ 2
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πŸš€ Celebrating Our Soon-to-Graduate PhD Candidates from SmartNets! πŸŽ“πŸŽ‰ I can’t wait to see where your journeys take you next, and I honestly will miss you!

31.01.2025 20:02 πŸ‘ 7 πŸ” 3 πŸ’¬ 1 πŸ“Œ 0
Preview
Dendrites endow artificial neural networks with accurate, robust and parameter-efficient learning - Nature Communications Artificial neural networks, central to deep learning, are powerful but energy-consuming and prone to overfitting. The authors propose a network design inspired by biological dendrites, which offe...

Towards a More Sustainable Future for AI:
Led by Dr. Chavlis, our research, published in @naturecomms.bsky.social, demonstrates how incorporating dendritic features into Artificial Neural Networks (ANNs) can significantly improve their efficiency and performance.
www.nature.com/articles/s41...

28.01.2025 16:17 πŸ‘ 6 πŸ” 2 πŸ’¬ 0 πŸ“Œ 0