Arman Behrad
@armanbehrad.bsky.social
Computational Neuroscience | PhD. candidate | Fine Arts, Music
Congratulations. 🎊
November 10, 2025 at 8:52 PM
Congratulations. 🎊
(4/4) How about a simulation of more naturalistic setting?
September 30, 2025 at 8:55 PM
(4/4) How about a simulation of more naturalistic setting?
(3/4)
Next: biological networks.
We applied UNITE to V4 activity (PSTH) from a monkey doing a visual cognitive task. 🐒👁️
Next: biological networks.
We applied UNITE to V4 activity (PSTH) from a monkey doing a visual cognitive task. 🐒👁️
September 30, 2025 at 8:55 PM
(3/4)
Next: biological networks.
We applied UNITE to V4 activity (PSTH) from a monkey doing a visual cognitive task. 🐒👁️
Next: biological networks.
We applied UNITE to V4 activity (PSTH) from a monkey doing a visual cognitive task. 🐒👁️
(2/4)
First test: an RNN solving a cognitive task.
UNITE identify state transitions without supervision. 🔍
First test: an RNN solving a cognitive task.
UNITE identify state transitions without supervision. 🔍
September 30, 2025 at 8:55 PM
(2/4)
First test: an RNN solving a cognitive task.
UNITE identify state transitions without supervision. 🔍
First test: an RNN solving a cognitive task.
UNITE identify state transitions without supervision. 🔍
(4/4)
Finally, we highlight cases where FastDSA outperforms other dynamical similarity metrics—while remaining robust to noise.
Finally, we highlight cases where FastDSA outperforms other dynamical similarity metrics—while remaining robust to noise.
September 29, 2025 at 9:07 PM
(4/4)
Finally, we highlight cases where FastDSA outperforms other dynamical similarity metrics—while remaining robust to noise.
Finally, we highlight cases where FastDSA outperforms other dynamical similarity metrics—while remaining robust to noise.
(3/4)
Next, we present experiments showing why geometrical methods fail.
Both DSA and FastDSA achieve similar results—but FastDSA is 10–15× faster.
Next, we present experiments showing why geometrical methods fail.
Both DSA and FastDSA achieve similar results—but FastDSA is 10–15× faster.
September 29, 2025 at 9:07 PM
(3/4)
Next, we present experiments showing why geometrical methods fail.
Both DSA and FastDSA achieve similar results—but FastDSA is 10–15× faster.
Next, we present experiments showing why geometrical methods fail.
Both DSA and FastDSA achieve similar results—but FastDSA is 10–15× faster.
(2/4)
We first outline the general structure of the algorithm.
We first outline the general structure of the algorithm.
September 29, 2025 at 9:07 PM
(2/4)
We first outline the general structure of the algorithm.
We first outline the general structure of the algorithm.
(2/4)
We first outline the general structure of the algorithm.
We first outline the general structure of the algorithm.
September 29, 2025 at 8:24 PM
(2/4)
We first outline the general structure of the algorithm.
We first outline the general structure of the algorithm.
On the Thursday's morning we continue with @colehurwitz.bsky.social, @engeltatiana.bsky.social, @apalmigiano.bsky.social, @acnavasolive.bsky.social, and I (4/4)
September 28, 2025 at 7:33 PM
On the Thursday's morning we continue with @colehurwitz.bsky.social, @engeltatiana.bsky.social, @apalmigiano.bsky.social, @acnavasolive.bsky.social, and I (4/4)
We continue with @memming.bsky.social, Justus Kautz, @maryamshanechi.bsky.social (3/4)
September 28, 2025 at 7:33 PM
We continue with @memming.bsky.social, Justus Kautz, @maryamshanechi.bsky.social (3/4)
On the first day, we start with @neuralnestbird.bsky.social, @mehranahmadlou.bsky.social, @vmsruetten.bsky.social (2/4)
September 28, 2025 at 7:33 PM
On the first day, we start with @neuralnestbird.bsky.social, @mehranahmadlou.bsky.social, @vmsruetten.bsky.social (2/4)
On the Thursday's morning we continue with @colehurwitz.bsky.social, @engeltatiana.bsky.social, @apalmigiano.bsky.social, @acnavasolive.bsky.social, and I. (4/4)
September 28, 2025 at 7:14 PM
On the Thursday's morning we continue with @colehurwitz.bsky.social, @engeltatiana.bsky.social, @apalmigiano.bsky.social, @acnavasolive.bsky.social, and I. (4/4)
We continue with @memming.bsky.social, Justus Kautz, @maryamshanechi.bsky.social (2/4)
September 28, 2025 at 7:11 PM
We continue with @memming.bsky.social, Justus Kautz, @maryamshanechi.bsky.social (2/4)
On the first day, we start with @neuralnestbird.bsky.social, @mehranahmadlou.bsky.social, @vmsruetten.bsky.social.
September 28, 2025 at 7:08 PM
On the first day, we start with @neuralnestbird.bsky.social, @mehranahmadlou.bsky.social, @vmsruetten.bsky.social.