Arman Behrad

Computational Neuroscience | PhD. candidate @CompNeuro_Lab @tudresden_de | Fine Arts, Music

[Arman Behrad @ArmanBehrad]

Finished the Leipzig Half Marathon 🏃‍♂️💥
On to the next one!

[Arman Behrad @ArmanBehrad]

Are you at #COSYNE2026? Wanna know how we can have a common notion of state in mind and machines and find them in an unsupervised fashion with temporal embeddings based on dynamic similarity check my poster today, 3-001!

[Luiz Pessoa @PessoaBrain]

𝗗𝘆𝗻𝗮𝗺𝗶𝗰𝘀 𝗯𝗲𝘆𝗼𝗻𝗱 𝗽𝗮𝗶𝗿𝘄𝗶𝘀𝗲 𝗶𝗻𝘁𝗲𝗿𝗮𝗰𝘁𝗶𝗼𝗻𝘀
Sometimes it's important to go beyond just pairs of entities at a time.
Check out the arxiv version
https://t.co/gykP73l6tk

[Arman Behrad @ArmanBehrad]

Built a domain-agnostic peak detection algorithm and now hunting for datasets with known/annotated peaks to test it on 👀
Any domain works—signals,bio,astro,finance, spectroscopy, etc.
Got data or know a benchmark? Would love pointers🙌

#SignalProcessing #DataScience #TimeSeries

[Zeinab Mohammadi @Zeinab___M]

Happy to share that our new paper is out in Nature Communications with Zoe Ashwood, @IntlBrainLab, and @jpillowtime!

We study how animals switch between internal decision-making states in non-stationary environments using a GLM-HMM framework.

https://t.co/gZoqFwgcZx

[Arman Behrad @ArmanBehrad]

This work couldn’t have happened without my wonderful collaborators: @neurostrow and @FieteGroup (master minds behind the original DSA), @TheSTraveller, Christian Beste, and @neuroprinciples; and support from the @CompNeuro_lab.

[Arman Behrad @ArmanBehrad]

Wanna compare dynamics across neural data, RNNs, or dynamical systems? We got a fast and furious method🏎️
The 1st preprint of my PhD 🥳 fast dynamical similarity analysis (fastDSA):
📜: https://t.co/jTVENLHfiV
💻: https://t.co/9SOMlwRkzj
I’ll be @CosyneMeeting - happy to chat 😉

[Arman Behrad @ArmanBehrad]

There are also other fantastic tools around for comparing circuits/brains/models like the RSA developed by @NKriegeskorte and many others (e.g., see the great work https://t.co/lbEJ4VZz4C by Joao Barbosa, and @ItsNeuronal)

[Neuron @NeuroCellPress]

Online now: How heterogeneity shapes dynamics and computation in the brain https://t.co/vz2D9if1Jk

[Luiz Pessoa @PessoaBrain]

𝗧𝗵𝗲 𝗘𝗻𝘁𝗮𝗻𝗴𝗹𝗲𝗱 𝗕𝗿𝗮𝗶𝗻
Annual reminder that the book is open access.
How do we think of the brain as a deeply interconnected system with highly distributed, non hierarchical processing.
Want to learn about the brain from a fresh perspective?
https://t.co/yBLcagKgOR