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How the Eon Team Produced a Virtual Embodied Fly

3 days ago
  • #Drosophila
  • #neuroscience
  • #computational-modeling
  • Eon Systems PBC co-founder Dr. Alex Wissner-Gross shared their work on an embodied fly, which has garnered significant attention.
  • The project integrates existing neuroscience research, including the adult fly connectome, connectome-constrained brain models, and neuromechanical fly body models.
  • The virtual fly uses a leaky integrate-and-fire (LIF) model with 140,000 neurons and 50 million synaptic connections, based on the FlyWire effort.
  • Sensory inputs like taste and touch are mapped to specific neurons, enabling behaviors such as grooming, feeding, and foraging.
  • The fly's body is simulated using NeuroMechFly, a neuromechanical model with 87 joints, running on the MuJoCo physics engine.
  • Descending neurons control the fly's behaviors, though the current interface is sparse compared to the biological fly's complexity.
  • Limitations include simplified neuron models, lack of internal state dynamics, and challenges in brain-body coupling.
  • The project aims to serve as a research platform for connectome-constrained sensorimotor control and brain model embodiment.
  • Eon Systems invites collaboration and feedback on their framework for brain emulation fidelity.