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.

  • AmidFuror@fedia.io
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    2 个月前

    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.

  • xxce2AAb@feddit.dk
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    2 个月前

    Wasn’t IBM doing the same with Blue Gene? I seem to recall announcements of rodent and cat brain simulations.

    • General_Effort@lemmy.worldOP
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      2 个月前

      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.