awareliquid-sparse-snn-demo
A browser-based sparse spiking neural network informed by fruit fly connectome statistics
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WHAT IT DOES
What does it do?
It classifies digits drawn by users with a sparse spiking neural network. It uses masks derived from fruit fly connectome statistics and LIF neurons, and all processing runs in the browser through ONNX Runtime Web.
KEY FEATURES
Key features
- Classify hand-drawn digits in the browser
- Use a sparse neural network with 5% connection density
- Apply LIF neurons and masks based on fruit fly connectome statistics
- Run inference using only event-driven additions
- Run in the browser through ONNX Runtime Web