Adaptive natural gradient learning algorithms for various stochastic models

Natural Gradient and Multiclass NLDA Networks

ICANN '02 Proceedings of the International Conference on Artificial Neural Networks

Natural Gradient Learning in NLDA Networks

IWANN '01 Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Connectionist Models of Neurons, Learning Processes and Artificial Intelligence-Part I

Practical Consideration on Generalization Property of Natural Gradient Learning

IWANN '01 Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Connectionist Models of Neurons, Learning Processes and Artificial Intelligence-Part I

Generalization Error and Training Error at Singularities of Multilayer Perceptrons

IWANN '01 Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Connectionist Models of Neurons, Learning Processes and Artificial Intelligence-Part I

Network Optimization through Learning and Pruning in Neuromanifold

PRICAI '02 Proceedings of the 7th Pacific Rim International Conference on Artificial Intelligence: Trends in Artificial Intelligence

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

Neural Computation

Singularities Affect Dynamics of Learning in Neuromanifolds

Neural Computation

Part 2: multilayer perceptron and natural gradient learning

New Generation Computing

Dynamics of learning near singularities in layered networks

Neural Computation

Singularity and Slow Convergence of the EM algorithm for Gaussian Mixtures

Neural Processing Letters

Structural damage detection using neural network with learning rate improvement

Computers and Structures

Nonlinear-dynamical attention allocation via information geometry

AGI'11 Proceedings of the 4th international conference on Artificial general intelligence

A simplified natural gradient learning algorithm

Advances in Artificial Neural Systems

Analysis of a natural gradient algorithm on monotonic convex-quadratic-composite functions

Proceedings of the 14th annual conference on Genetic and evolutionary computation

A multi-threshold segmentation approach based on Artificial Bee Colony optimization

Applied Intelligence

A comparison of nature inspired algorithms for multi-threshold image segmentation

Expert Systems with Applications: An International Journal

Intrinsic plasticity via natural gradient descent with application to drift compensation

Neurocomputing