Neural Networks & Deep Learning

Spectral Normalization

Constraining the spectral norm of weight matrices to stabilize GAN training.

This concept is essential for understanding neural networks & deep learning and forms a key part of modern AI systems.

  • GAN
  • Normalization
  • Training Stability

Tags

neural-networks-deep-learning gan normalization training-stability

Related Terms

Normalization

Scaling features to a standard range (typically 0-1 using min-max scaling) to improve model training and convergence. Often used interchangeably with standardization (mean=0, std=1), though technically distinct.

Added: November 18, 2025

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