Carsen Stringer's Avatar

Carsen Stringer

@computingnature

group leader @ HHMIJanelia, #neuroscience + AI πŸ”¬ #cellpose | diversity and open-science for better science | β“‹ | she/her | https://mouseland.github.io

3,214
Followers
2,601
Following
40
Posts
12.11.2024
Joined
Posts Following

Latest posts by Carsen Stringer @computingnature

Will you be at COSYNE 2026?

Come see us at the Neuromatch booth

Will you be at COSYNE 2026? Come see us at the Neuromatch booth

We're excited for #COSYNE2026 in Lisbon, Portugal, 12–17 March!

We’re looking forward to connecting with the community and sharing our work at @cosynemeeting.bsky.social. If you’re attending, let’s meet and continue building an open, collaborative #CompNeuro ecosystem.

www.cosyne.org

05.03.2026 21:41 πŸ‘ 8 πŸ” 4 πŸ’¬ 0 πŸ“Œ 0
Post image

First whole-brain recording of social sound processing in a vertebrate. Surprises start in the hindbrain; thalamus gates conspecific calls; male and female brains diverge downstream. Work by @joerghenninger.bsky.social, @mh123.bsky.social sky.social and team. www.biorxiv.org/content/10.6...

05.03.2026 09:47 πŸ‘ 110 πŸ” 43 πŸ’¬ 6 πŸ“Œ 4

It was bad when I thought a human had okayed it and it’s bad now that it looks like an AI did, bc this is EXACTLY why they wanted that thing - so that when people call them monsters for bombing a school full of little girls, they can say β€œcomputer glitch, wasn’t our fault, you can’t call us that”

01.03.2026 08:39 πŸ‘ 29 πŸ” 9 πŸ’¬ 2 πŸ“Œ 0
Video thumbnail

Two-photon calcium imaging at 24,000 lines/s, with the resonant axis spanning 4x what other systems can do. Inertia-free. Diffraction-limited. No tradeoffs. Che-Hang Yu developed a 4x angle multiplier for laser scanning. His paper is out today: opg.optica.org/optica/fullt... 1/n #fluorescenceFriday

27.02.2026 20:16 πŸ‘ 98 πŸ” 22 πŸ’¬ 1 πŸ“Œ 1

Are you working at the interface of #neuroscience and ML/AI? Share your research at Janelia in Nov! 🧠 πŸ€– janelia.news/NAI26

18.02.2026 17:23 πŸ‘ 12 πŸ” 5 πŸ’¬ 0 πŸ“Œ 0

Years ago I registered glue [dot] wiki because of the sheer quantity of contextual knowledge surrounding glue in research that literally has no venue or medium of knowledge transfer

12.02.2026 08:50 πŸ‘ 9 πŸ” 2 πŸ’¬ 1 πŸ“Œ 0
Preview
Building compositional tasks with shared neural subspaces Nature - The brain can flexibly perform multiple tasks by compositionally combining task-relevant neural representations.

Thrilled that my paper is out in the @nature.com. We explored how the brain builds complex tasks by compositionally combining simpler sub-task representations. The brain flexibly performs multiple tasks by dynamically reusing neural subspaces for sensory inputs and motor actions

rdcu.be/eRVUk

11.02.2026 22:40 πŸ‘ 130 πŸ” 47 πŸ’¬ 4 πŸ“Œ 1
Preview
GitHub - MouseLand/suite2p: cell detection in calcium imaging recordings cell detection in calcium imaging recordings. Contribute to MouseLand/suite2p development by creating an account on GitHub.

5) Code is available at github.com/mouseland/su.... Thanks also to contributions from Chris Ki, Nicholas Del Grosso, @lafosse.bsky.social , and @qqzhang.bsky.social ! πŸ”₯πŸ’» pip install suite2p --upgrade πŸ’»πŸ”₯

12.02.2026 01:32 πŸ‘ 3 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Suite2p GUI features including correlation visualization, automated ROI merging, motion-correction movie viewing, registration metrics, and Rastermap visualization of neural activity

Suite2p GUI features including correlation visualization, automated ROI merging, motion-correction movie viewing, registration metrics, and Rastermap visualization of neural activity

4) Suite2p has a GUI with many visualizations and tools - we recommend starting there to run the algorithm and explore the data.

12.02.2026 01:32 πŸ‘ 1 πŸ” 0 πŸ’¬ 2 πŸ“Œ 0
ROI detection. a, Frames are binned in time (left) and then high-pass filtered in space and time (right). b, Time-averaged thresholded activity from convolved square templates of different sizes. c, Initialization of new ROI with best fitting square template from b. d, Initial time trace corresponding to the dot product of the template in c with each movie frame. e, Iterative template refinement for four example ROIs. f, Example region with many cells detected and their spatial overlaps (top left), temporal overlaps (top right) and active frames crossing the threshold (bottom). g, Detected ROIs divided by the sizes of their initial square templates.

ROI detection. a, Frames are binned in time (left) and then high-pass filtered in space and time (right). b, Time-averaged thresholded activity from convolved square templates of different sizes. c, Initialization of new ROI with best fitting square template from b. d, Initial time trace corresponding to the dot product of the template in c with each movie frame. e, Iterative template refinement for four example ROIs. f, Example region with many cells detected and their spatial overlaps (top left), temporal overlaps (top right) and active frames crossing the threshold (bottom). g, Detected ROIs divided by the sizes of their initial square templates.

3) We developed an ROI detection algorithm which implements matrix decomposition with L0-sparsity constraints in both space and time.

12.02.2026 01:32 πŸ‘ 1 πŸ” 0 πŸ’¬ 2 πŸ“Œ 0
a, Reference image is computed by iterative re-alignment of a random subset of frames. b, Rigid motion offsets are computed by correlation of whitened reference and frame, i.e. phase correlation. c, Calculated X/Y rigid motion offsets. d, Non-rigid motion offsets computed by dividing image into overlapping blocks, computing phase correlation in each block, smoothing across blocks, taking the optimal shifts per block and upsampling them via bilinear interpolation. e, Timing as a function of number of frames in recording - Hz estimated from slope

a, Reference image is computed by iterative re-alignment of a random subset of frames. b, Rigid motion offsets are computed by correlation of whitened reference and frame, i.e. phase correlation. c, Calculated X/Y rigid motion offsets. d, Non-rigid motion offsets computed by dividing image into overlapping blocks, computing phase correlation in each block, smoothing across blocks, taking the optimal shifts per block and upsampling them via bilinear interpolation. e, Timing as a function of number of frames in recording - Hz estimated from slope

2) Motion correction is very important in recordings of awake, behaving animals. We perform *fast* non-rigid motion correction (170 frames per sec).

12.02.2026 01:32 πŸ‘ 3 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
Suite2p pipeline. a, Example volume imaging data. b, X/Y motion correction (left: before, right: after). c, ROI detection (left) and trace extraction with neuropil extraction based on surrounding pixels (right). d, Classification of ROIs into somatic and non-somatic (i.e. dendrites and other neuropil). e, The graphical user interface (GUI) can be used for manual curation and results visualization. f, Multi-plane recording of over 100,000 neurons using a standard Thorlabs Bergamo2 scope (see Methods for exact configuration). Somatic ROIs for example plane shown in different colors. g, Neural activity raster from recording in f, with neurons sorted by Rastermap, colored by the corridor that the mouse is in

Suite2p pipeline. a, Example volume imaging data. b, X/Y motion correction (left: before, right: after). c, ROI detection (left) and trace extraction with neuropil extraction based on surrounding pixels (right). d, Classification of ROIs into somatic and non-somatic (i.e. dendrites and other neuropil). e, The graphical user interface (GUI) can be used for manual curation and results visualization. f, Multi-plane recording of over 100,000 neurons using a standard Thorlabs Bergamo2 scope (see Methods for exact configuration). Somatic ROIs for example plane shown in different colors. g, Neural activity raster from recording in f, with neurons sorted by Rastermap, colored by the corridor that the mouse is in

1) Suite2p is a complete pipeline for processing large optical recordings of neurons, including motion correction, ROI detection, classification, and manual curation.

12.02.2026 01:32 πŸ‘ 3 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
Video thumbnail

πŸ”¬πŸ§  Releasing the 1.0 version of #Suite2p and THE PAPER w/ @marius10p.bsky.social! Now with GPU acceleration. Want to use Suite2p but don’t have 100,000 neuron recordings? We show you how to get those with a standard 2p microscope #neuroscience #imaging #neuroAI www.biorxiv.org/content/10.6...

12.02.2026 01:32 πŸ‘ 98 πŸ” 35 πŸ’¬ 2 πŸ“Œ 2
Preview
β€œI Have Been Here Too Long”: Read Letters from the Children Detained at ICE’s Dilley Facility Hundreds of children are currently being held with their parents at an immigration detention center in Dilley, Texas. In letters and drawings, eight kids convey the pain of feeling trapped with no end...

President Mandela said, "there can be no keener revelation of a society's soul than the way in which it treats its children."

09.02.2026 23:36 πŸ‘ 763 πŸ” 291 πŸ’¬ 8 πŸ“Œ 11

$1.65M per day in DC alone. That’s approximately two NIH R01 Grant *years* burned per day. Ninety *five year* R01s projects burned in the last seven months with no end in sight.

Instead of lasting scientific advance we get….what?
Civil rights violations and authoritarian replacement of democracy.

09.02.2026 17:32 πŸ‘ 71 πŸ” 50 πŸ’¬ 2 πŸ“Œ 0

🚨 new work from the lab on how eye movements πŸ‘€ versus orofacial movements influence 🐭 visual cortex activity 🧠 #neuroscience #behavior #neuroAI

09.02.2026 17:39 πŸ‘ 45 πŸ” 11 πŸ’¬ 0 πŸ“Œ 0
Video thumbnail

Excited to share β€œOrofacial behaviors, not eye movements, govern neural activity in mouse visual cortex”
www.biorxiv.org/content/10.6...
Summary below...

05.02.2026 19:30 πŸ‘ 34 πŸ” 11 πŸ’¬ 2 πŸ“Œ 1

the Epstein files are really devastating because they remind me of how many girls and women miss out on professional opportunities, mentorship and careers because of how many powerful, rich and influential men only view girls and women β€” and interactions with them β€” through the lens of sex

05.02.2026 17:05 πŸ‘ 19944 πŸ” 4685 πŸ’¬ 302 πŸ“Œ 263
Viral labeling of projection neurons in the mouse brain with green fluorescence protein

Viral labeling of projection neurons in the mouse brain with green fluorescence protein

For #FluorescenceFriday - experiment was apparently a stereotaxic injection "miss", but resulted in a lovely image nevertheless. Credit to @rphillips3.bsky.social and JHU undergrad Natalia Gonzalez-Perez πŸ§ πŸ”¬πŸ§ͺ

12.12.2025 13:17 πŸ‘ 46 πŸ” 6 πŸ’¬ 0 πŸ“Œ 0
Fluorescent microscopy image showing bright red neurons

Fluorescent microscopy image showing bright red neurons

Some #FluorescenceFriday content for you - check out these anterior cingulate cortex neurons that project to the superior colliculus. Image by @izzabellagreen.bsky.social 🧠

12.12.2025 17:20 πŸ‘ 49 πŸ” 5 πŸ’¬ 1 πŸ“Œ 0
Post image

A favorite recent image of some busy microglia, lovingly named the Rat King (yellow CD68, pink Iba1, blue DAPI) for my first #FluorescenceFriday

12.12.2025 14:38 πŸ‘ 42 πŸ” 7 πŸ’¬ 2 πŸ“Œ 1
Video thumbnail

A glittery, festive #FluorescenceFriday today, spent playing with some fun samples πŸͺ©πŸ•Ί

12.12.2025 15:32 πŸ‘ 54 πŸ” 9 πŸ’¬ 0 πŸ“Œ 0
Post image

Dimensionality reduction may be the wrong approach to understanding neural representations. Our new paper shows that across human visual cortex, dimensionality is unbounded and scales with dataset sizeβ€”we show this across nearly four orders of magnitude. journals.plos.org/ploscompbiol...

11.12.2025 15:32 πŸ‘ 224 πŸ” 64 πŸ’¬ 7 πŸ“Œ 10
Post image

Amazing talk by my dear colleague and friend @albertdm.bsky.social and his supervisor @maweigert.bsky.social showing the cool things you can do with Spotiflow at #CBIAS2025. Look at this beautiful learned spot detection in 3D! πŸ‘©πŸ»β€πŸ’»πŸ‘©πŸ»β€πŸ’»πŸ”¬ #bioimageanalysis #spotdetection

24.11.2025 11:31 πŸ‘ 23 πŸ” 3 πŸ’¬ 1 πŸ“Œ 1

#SfN2025 Qingqing is presenting this work on spatial predictive coding NOW at poster Q9!

19.11.2025 22:53 πŸ‘ 7 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Video thumbnail

#sfn2025 interested in how eye movements πŸ‘€ versus orofacial movements influence 🐭 visual cortex activity 🧠? Check out poster R8 by @atika-syeda.bsky.social NOW!

19.11.2025 19:16 πŸ‘ 22 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0

Still at SfN on the last day? During the morning session on the 19th, 8:00AM - 12:00PM, come check out our posters from the Moser, Zong, and Gonzalo Cogno groups in row QQ ('Grid cells and spatially modulated cells'). Ephys, imaging, remapping, development, sweeps and more! 🧠
Detailed thread below πŸ‘‡

18.11.2025 22:31 πŸ‘ 30 πŸ” 11 πŸ’¬ 1 πŸ“Œ 5
Post image

Happening now! Come see Jorge Ramirez present our recent work showing that Purkinje cell nonlinear mixed selectivity facilitates flexible readouts of locomotor coordination 🐭 πŸ§ πŸšΆβ€β™‚οΈ #SfN25 Board W6

18.11.2025 21:23 πŸ‘ 9 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0

Watching this literal magic tech take shape has been one of my favorite parts of being in this group - a plausible path to real actual naturalistic life-scale experiments.
#SfN2025

16.11.2025 18:04 πŸ‘ 13 πŸ” 3 πŸ’¬ 0 πŸ“Œ 0

Good morning #SfN. Want to chat about chronic Neuropixels or tracking? Find me today at the #Neuropixels booth (3731) from 11 to 12! And if you're still around tomorrow afternoon, come talk about distributed coding in navigation at my poster tomorrow afternoon (RR16).

18.11.2025 15:18 πŸ‘ 4 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0