Alex Koulakov

my talk at a physics workshop about genomic bottleneck (a work with @tonyzador.bsky.social and Sergey Shuvaev).

any comments on the (half-joking) triple inheritance theory are much appreciated:

m.youtube.com/watch?v=Z-zD...

22.02.2025 14:02 — 👍 14    🔁 2    💬 0    📌 0

my talk about deep learning in olfaction at NAISys 2024 is posted on yoitube: www.youtube.com/watch?v=RRo5...

28.12.2024 16:22 — 👍 10    🔁 3    💬 1    📌 0

A background in physics, and his own curiosity, have helped Dmitry Rinberg tackle the complexities of the neuroscience of smell. More on Rinberg sniffing out the mysteries of olfaction.

By Lina Zeldovich

www.thetransmitter.org/olfaction/sn...

11.12.2024 14:13 — 👍 46    🔁 13    💬 1    📌 6

DeepNose: An Equivariant Convolutional Neural Network Predictive Of Human Olfactory Percepts The olfactory system employs responses of an ensemble of odorant receptors (ORs) to sense molecules and to generate olfactory percepts. Here we hypothesized that ORs can be viewed as 3D spatial filter...

Our DeepNose paper is in arxiv. In it, we present an equivariant CNN which can predict human olfactory perception based on molecular shapes, including mixtures. Comments/suggestions are very welcome.
arxiv.org/abs/2412.08747

13.12.2024 17:19 — 👍 9    🔁 5    💬 0    📌 0

neurips meeting is very exciting! heres an image that summarizes my thoughts

12.12.2024 18:50 — 👍 0    🔁 0    💬 0    📌 0

80% of people think they respond to emails better than average

11.12.2024 20:42 — 👍 0    🔁 0    💬 1    📌 0