Jörgen Kornfeld retweeted
LLMs are allowing researchers to build software tools without support from software engineers.
nature.com/articles/s41592-0…
Jörgen Kornfeld retweeted
We launched NISB to make #connectomics neuron segmentation progress measurable. 📈 First submission — straight to the top 🏆
@dstevewei: 59.6% NERL vs our baseline's 43.0%. Congrats! 👏
~40% of neuron length still unaccounted for. Rolling submissions 👉 structuralneurobiologylab.gi…
Jörgen Kornfeld retweeted
The songbird basal ganglia connectome biorxiv.org/content/10.1101/… #biorxiv_neursci
PRISM has the potential to solve the proofreading challenge of connectomics for good - fantastic collaboration with E11, MIT, and the Crick!
Replying to @E11BIO
@E11BIO is excited to unveil PRISM technology for mapping brain wiring with simple light microscopes. Today, brain mapping in humans and other mammals is bottlenecked by accurate neuron tracing. PRISM uses molecular ID codes and AI to help neurons trace themselves. We discovered a new cell barcoding approach exceeding comparable methods by more than 750x. This is the heart of PRISM. We integrated this capability with microscopy and AI image analysis to automatically trace neurons at high resolution and annotate them with molecular features.
This is a key advance towards economically viable brain mapping - 95% of costs stem from neuron tracing. It is also an important step towards democratizing neuron tracing for everyday neuroscience. Solving these problems is critical for curing brain disorders, building safer and human-like AI, and even simulating brain function.
In our first pilot study, we acquired a unique dataset in mouse hippocampus. Barcodes improved the accuracy of tracing genetically labelled neurons by 8x – with a clear path to 100x or more. They also permit tracing across spatial gaps – essential for mitigating tissue section loss in whole-brain scaling. Using molecular annotation, we uncover an intriguing feature of synaptic organization, demonstrating how PRISM can be used for systematic discovery 🧵
💀 Spent hours doing email archaeology? Same.
So I built NeuralMail 📨:
🔓 Open-source
🔑 IMAP (works w/ Gmail, Outlook, etc.)
🤖 Bring your own LLM
⚡ Digs thru 100k+ emails + attachments
github.com/jmrk84/neuralmail
#NoMoreEmailArchaeology
Jörgen Kornfeld retweeted
Brain tissue artificially expanded to show how neurons wire together @Nature @JGDanzl @RTMojtaba
nature.com/articles/s41586-0…
@NatureNV @jmrko
nature.com/articles/d41586-0…
Jörgen Kornfeld retweeted
🚀 Calling all visionary scientists and engineers! Announcing our call for Focused Research Organization proposals in the UK. 🔬Submit your concept paper by Feb 7 & full proposal by March 28. ⤵️
Jörgen Kornfeld retweeted
E11 Bio is excited to share a major step towards brain mapping at 100x lower cost, making whole-brain connectomics at human & mouse scale feasible (🧠→🔬→💻). Critical for curing brain disorders, building human-like AI systems, and even simulating human brains. 1/N 🧵
Jörgen Kornfeld retweeted
Interested in working on a state-of-the-art connectomics pipeline at its birthplace as a postdoc? We’d love to hear from you! :)
mrc.tal.net/vx/mobile-0/appc…
Interested in working on a state-of-the-art connectomics pipeline at its birthplace as a postdoc? We’d love to hear from you! :)
mrc.tal.net/vx/mobile-0/appc…
Jörgen Kornfeld retweeted
🧠 In #connectomics, artificial neural networks analyze biological ones, but large-scale benchmarks have been lacking. We introduce NISB - the Neuron Instance Segmentation Benchmark, generated with novel 3D diffusion models!
1/2
Jörgen Kornfeld retweeted
Big day for neuroscience & the end of the beginning for whole brain connectomics. Shout out to @sdorkenw and Philipp Schlegel, first authors of the connectome papers, @MurthyLab @SebastianSeung for establishing #flywire to make this possible and @dddavi for birthing this dataset.
Big news! The fly connectome is featured on the cover of a special edition of Nature.
This is all possible thanks to the collaboration of 292 members of The FlyWire Consortium!
nature.com/immersive/d42859-…
Check out the thread for an overview of the 9 #flywire papers published today
Jörgen Kornfeld retweeted
Incredibly proud and grateful to be part of the #FlyWire team that made this happen. This was an immensely collaborative project - on every level from early open data sharing, to tool building, to analysis - over many years, across many institutions. It's been a fantastic journey
Big news! The fly connectome is featured on the cover of a special edition of Nature.
This is all possible thanks to the collaboration of 292 members of The FlyWire Consortium!
nature.com/immersive/d42859-…
Check out the thread for an overview of the 9 #flywire papers published today
Jörgen Kornfeld retweeted
🚨🎓 New application round: Join us in researching the multiple facets of biological intelligence and become a PhD student at our fully funded graduate school IMPRS-BI in the Munich area!
🔔 Application period: October 1 to November 10
🌐 Apply here: imprs-bi.mpg.de/
Jörgen Kornfeld retweeted
Calling all emerging scientists - it’s time to send us an application! 😉😎 Lead your own #MaxPlanck Research Group w/ €2.7M in funding over 6 yrs, full independence & resources to hire staff. State-of-the-art infrastructure awaits you!🌟 Apply today➡️mpg.de/career/max-planck-res…
















