A dual-number compiler computes exact Lie derivatives of neural control barrier functions in a single static-memory forward pass, eliminating backpropagation on embedded hardware.
Learning repre- sentations by back-propagating errors
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
years
2026 2verdicts
CONDITIONAL 2representative citing papers
An end-to-end YOLOv11-based pipeline digitizes paper ECG images into calibrated 12-lead signals on CPU-only hardware in under 30 seconds and classifies myocardial infarction with up to 95.5% accuracy on PTB-XL and 88.9% on ECG-Matrix.
citing papers explorer
-
Extracting Exact Lie Derivatives Without Backpropagation: A Dual Compiler for Neural Control Barrier Functions
A dual-number compiler computes exact Lie derivatives of neural control barrier functions in a single static-memory forward pass, eliminating backpropagation on embedded hardware.
-
ECGLight: Compute-Light Framework For Paper ECG Digitization and Myocardial Infarction Screening
An end-to-end YOLOv11-based pipeline digitizes paper ECG images into calibrated 12-lead signals on CPU-only hardware in under 30 seconds and classifies myocardial infarction with up to 95.5% accuracy on PTB-XL and 88.9% on ECG-Matrix.