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Short-Time Fourier Transform

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04:00

2026-07-24

machinebrief.com

artificial-intelligence

Detecting Neural Network Failures through Spectral Analysis of Internal Activations

A new study from arXiv identifies Spectral Drift in neural network internal activations as a reliable indicator of misclassifications, with failures showing a 1.9% increase in drift (p<0.001). The res…

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arXiv 1 Self-Detecting Neural Networks 1 SDNN 1 CIFAR-10 1 MaxSoftmax 1 Energy Score 1 STFT 1

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artificial intelligence 1 neural networks 1 ai safety 1 machine learning 1