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Posts by Michalis Pagkalos

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Have you tried building neuronal models with #DendroTweaks? Itโ€™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! โœจ Here's what's new: ๐Ÿงต

10 months ago 17 4 1 0

@yiotapoirazi.bsky.social

1 year ago 0 0 0 0

๐Ÿ” Find out more about Dendrify 2.2 and dive into the new features here: dendrify.readthedocs.io/en/latest/ ๐ŸŒ

For updates, follow me here: bsky.app/profile/mrde... ๐Ÿš€

And make sure to check out our lab's page: bsky.app/profile/dend... ๐Ÿ”ฌ

Thanks for your support and stay tuned for more! ๐Ÿ‘€

1 year ago 1 0 0 0
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๐Ÿ“š Documentation improvements!

Weโ€™ve added new tutorials, examples, and reference docs. Plus, numerous aesthetic & language enhancements to make your experience smoother. See the before/after here: (4/5)

1 year ago 1 0 1 0

๐Ÿ”ง Model Customization is here!

Now, you can fully customize the built-in models in Dendrify. Add new equations, replace existing ones, and introduce new parameters to tailor your simulations to your exact needs!
Find out more here: dendrify.readthedocs.io/en/latest/tu... (3/5)

1 year ago 1 0 1 0
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New feature: โœจdSpike Playgroundโœจ

We've introduced a graphical tool for interactively visualizing, exploring, and calibrating dendritic spikes in Dendrify. AKA dSpikes finally made easy! (2/5)

1 year ago 2 0 1 0
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๐ŸšจBREAKING๐Ÿšจ
Dendrify 2.2 is live and itโ€™s one of our biggest updates yet . This release focuses on user experience and customisability, all built from your feedback! ๐Ÿ“

๐Ÿ’ก Whatโ€™s new?
๐Ÿ”น dSpike Playground
๐Ÿ”น Model Customization
๐Ÿ”น Improved Docs

@yiotapoirazi.bsky.social

See ๐Ÿงต๐Ÿ‘‡ (1/5)

1 year ago 5 0 1 1
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...

1 year ago 6 2 0 0