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.