In 2024, Eon senior scientist Philip Shiu and collaborators published in Nature a computational model of the entire adult Drosophila melanogaster brain, containing more than 125,000 neurons and 50 million synaptic connections, built from the FlyWire connectome and machine learning predictions of neurotransmitter identity. That model predicted motor behavior at 95% accuracy. But it was disembodied: a brain without a body, activation without physics, motor outputs with nowhere to go.
Now the brain has somewhere to go. Building on previous work, including Shiu et al.’s whole-brain computational model, the NeuroMechFly v2 embodied simulation framework, and Özdil et al.’s research on centralized brain networks underlying body part coordination, this demonstration integrates Eon’s connectome-based brain emulation with a physics-simulated fly body in MuJoCo. The result: multiple distinct behaviors driven by the emulated brain’s own circuit dynamics. Sensory input flows in, neural activity propagates through the complete connectome, motor commands flow out, and a physically simulated body executes the output, closing the loop from perception to action for the first time in a whole-brain emulation.
Didn’t we have a map of C. elegans brain (and entire body) many years ago? I’m a little surprised they didn’t do something like this with the nematode first given its relative simplicity.
Here’s a Nature pub from late 2024.
We do, and you can even run it in your browser!
Did they just map Drosophila or they have had that for awhile. Because of their short lifespan they have been used in genetics forever.
They’ve had the map of Drosophila for a while, but this may be the first time it was connected to a simulated body. Fruit flies have ~125,000 neurons compared to C. elegans with 302.
RowBlocks is about to get upgrades.
Holy shit that is scary. This is some Black Mirror shit.
Pantheon called, wants to talk about UI
Wasn’t IBM doing the same with Blue Gene? I seem to recall announcements of rodent and cat brain simulations.
There have been various kinds of simulations.
This is based on the connectome of the fruit fly brain; a complete mapping of all neurons and their connections. That was published only in 2024. https://www.science.org/content/article/complete-map-fruit-fly-brain-circuitry-unveiled
This is far from the first simulation based on that. The neat thing is that they connected a fairly complete simulated brain to a simulated body and a virtual world. Basically, this is the brain upload fantasy. The impressive scientific achievements lie in the work this is based on, but it is a really neat demo.
Fly is the only complete map of a complex organism. All other brain maps have significant missing pieces due to the reality of processing and computing larger brains.
Really? Well, I haven’t read the paper yet, but according to this Scientific American article dated October 25, 2011, IBM’s research group in Almaden, California had managed to “completely simulate” the brain of a mouse, rat and cat using their “C2” cortical simulator running on Blue Gene.
Not that I’m saying you’re wrong. Perhaps they have a much more liberal interpretation of “completely” then the present research for all I know.
https://en.wikipedia.org/wiki/Blue_Brain_Project According to this they only claimed mouse cortex in 2019. Which is a lot of brain but isn’t total.
I’m only seeing actual data from a more recent one by the Allen Institute and a Japanese supercomputer doing mouse cortex in 2025. https://alleninstitute.org/news/one-of-worlds-most-detailed-virtual-brain-simulations-is-changing-how-we-study-the-brain/
I’m not seeing any data from a full mouse brain simulation anywhere. Scientific American is more pop than sci unfortunately.





