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neural-network-controller

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sentinel-ai

CambrianTech / sentinel-ai

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Sentinel-AI is a neuroscience-inspired transformer that dynamically prunes and regrows attention heads. Guided by controller feedback and entropy-based pruning, it self-optimizes through biologically informed cycles—compressing, adapting, and evolving its architecture over time.

pytorch unet model-pruning colab-notebook transformer-architecture huggingface adaptive-transformers neural-network-controller forge-alloy
  • Updated Apr 12, 2026
  • Python

tavaa / Robustness-Guided-Falsification-of-a-Neural-Network-Airplane-Controller

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Falsification project derived from ARCH-COMP 2024 AINNCS, Airplane benchmark. This repository serves as final project for Safe and Verified Artificial Intelligence course at UniTs.

model-checking airplane cyber-physical-systems signal-temporal-logic falsification uniform-random-sampling psy-taliro-optimizer neural-network-controller dual-annealing robustness-guided-falsification statisitical-model-checking
  • Updated Jul 20, 2026
  • Jupyter Notebook

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