Geometry of Gradient Descent Learning

Learning Dynamics of Neural Networks with Singularity - Standard Gradient vs. Natural Gradient -

Dynamics of the adaptive natural gradient descent method for soft committee machines

Improving Generalization Performance of Natural Gradient Learning Using Optimized Regularization bu NIC

On-line Learning Dynamics of Multilayer Perceptrons with Unidentifiable Parameters

A new similarity measure based on intraclass statistics for biometric systems

신경다양체의 특이점과 학습

Learning and inference in hierarchical models with singularites

On-line learning theory of soft committee machines with correlated hidden units - Steepest gradient descent and natural gradient descent -

자연프루닝과 베이시안 선택에 의한 신경회로망 일반화 성능 향상