Viren Jain
@stardazed0.bsky.social
📤 177
📥 144
📝 13
research scientist @ google. connectomics, machine learning, drumming, etc.
reposted by
Viren Jain
Caitlin Gillespie
2 months ago
It was a privilege to develop the website to showcase the release of this basal ganglia connectome! Congratulations to everyone involved 😊🎉 Check out interactive 3D models, analysis you can perform in your browser, & our interactive matrices; all on the website!
songbird-connectomics.org
loading . . .
0
10
6
reposted by
Viren Jain
Michał Januszewski
7 months ago
Wouldn't it be great if we could not only image large connectomic volumes but also completely reconstruct them? And if a whole mouse brain project didn't cost billions? With the PATHFINDER preprint (
www.biorxiv.org/content/10.1...
), we preview a future where it doesn't have to.
2
33
13
reposted by
Viren Jain
Davi Bock
8 months ago
Nice, thanks for pointing this out! "Saw the preview, don't have to see the movie" isn't always true. :) The approach is simple and smart and allows one to sidestep the problem of how to losslessly subdivide a whole brain. Good.
0
1
1
An important addition to the Nature paper, beyond what was shown in the 2024 preprint, is 12 rounds of iterative imaging and sectioning of a LICONN volume, achieving 205 microns in axial extent (native scale) with manual tracing of axons:
www.nature.com/articles/s41...
add a skeleton here at some point
8 months ago
1
9
3
reposted by
Viren Jain
Nature
8 months ago
Nature research paper: Light-microscopy-based connectomic reconstruction of mammalian brain tissue
https://go.nature.com/3YCLkuZ
loading . . .
Light-microscopy-based connectomic reconstruction of mammalian brain tissue - Nature
A technique called LICONN (light-microscopy-based connectomics) allows mapping of brain tissue at synapse level and simultaneous measurement of molecular information, thus enabling quantification of cellular properties and multimodal analysis of brain tissue.
https://go.nature.com/4d4jPAm
0
38
8
reposted by
Viren Jain
Alexey Amunts
8 months ago
New era for brain mapping, latest from Johann Danzl lab in
@nature.com
. Light-microscopy connectomics is at single-synapse resolution. Engineered hydrogel embedding + expansion, deep learning-based segmentation, and molecularly resolved reconstructions: axons, spines, connectivity, all visible.
loading . . .
4
68
20
reposted by
Viren Jain
Jan-Matthis Lueckmann
8 months ago
We'll present our
#ICLR2025
spotlight on ZAPBench this afternoon: 📍 Hall 3 #61!
add a skeleton here at some point
0
23
7
reposted by
Viren Jain
Konrad Kording
10 months ago
Predict the zebrafish brain:
github.com/google-resea...
loading . . .
GitHub - google-research/zapbench: The Zebrafish Activity Prediction Benchmark measures progress on the problem of predicting cellular-resolution neural activity throughout an entire vertebrate brain.
The Zebrafish Activity Prediction Benchmark measures progress on the problem of predicting cellular-resolution neural activity throughout an entire vertebrate brain. - google-research/zapbench
https://github.com/google-research/zapbench
0
15
2
reposted by
Viren Jain
Jan-Matthis Lueckmann
10 months ago
⚡️ Excited to introduce ZAPBench, our
#ICLR2025
spotlight: The Zebrafish Activity Prediction Benchmark measures progress in predicting neural activity within an entire vertebrate brain (70k+ neurons!) Explore interactive visualizations, datasets, code + paper:
google-research.github.io/zapbench
🧠🧪
loading . . .
ZAPBench
ZAPBench evaluates how well different models can predict the activity of over 70,000 neurons in a novel larval zebrafish dataset.
https://google-research.github.io/zapbench
2
39
22
reposted by
Viren Jain
Uri Manor
about 1 year ago
Astounding achievement and even more astounding numbers here
add a skeleton here at some point
0
6
1
TensorStore (
github.com/google/tensorstore
) has had a huge 2024 and continues to power checkpointing for much of the largest ML work at Google, including Gemini, and support major Google Cloud customers training models on GCP. Read on for some specific 2024 updates!
about 1 year ago
1
10
2
reposted by
Viren Jain
Casey Schneider-Mizell
about 1 year ago
I just put out v3.5.1 of NGLui, which is a python package for building and parsing data-driven Neuroglancer states. It's a big update, with cool new stuff like annotation tags (at least if you're using a bleeding edge NGL deployment) and much richer parsing.
loading . . .
NGLui Documentation
https://caveconnectome.github.io/nglui/
2
6
4
reposted by
Viren Jain
Andrew Hires
about 1 year ago
This paper is incredible. EM level connectomics on a light microscope.
www.biorxiv.org/content/10.1...
3
123
32
Can a computer be programmed to simulate a brain?
www.nature.com/articles/d41...
loading . . .
How AI could lead to a better understanding of the brain
Early machine-learning systems were inspired by neural networks — now AI might allow neuroscientists to get to grips with the brain’s unique complexities. Early machine-learning systems were inspi...
https://www.nature.com/articles/d41586-023-03426-3
about 2 years ago
0
1
0
Mexico City is gorgeous!
over 2 years ago
0
0
0
Would you like to see more housing in San Francisco? If not, cool, we'll find something else to agree on. But if you do, then come party with me and others at the YIMBY homecoming on October 13! Grab your ticket here:
bit.ly/45mGrHD
over 2 years ago
0
1
0
Been using
@waymo.bsky.social
throughout SF the past week. Cannot believe what they have achieved. What a revolution.
over 2 years ago
0
7
0
you reached the end!!
feeds!
log in