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neuromorphic

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Started this project back in 2018 with a small group of fellow students in high school. We progressively improved the program and ran through multiple iterations of it as we understood better how to incorporate biological brain dynamics into code using Python. The following program is the last complete version we developed in 2022.

  • Updated Apr 30, 2026
  • Python

A neuromorphic computing approach to endpoint detection using Spiking Neural Networks (SNN) and Kolmogorov-Arnold Networks (KAN) for real-time system call anomaly detection with symbolic regression compression.

  • Updated Apr 2, 2026
  • Python

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