An application of the principle of maximum information preservation to linear systems

Information controller to maximize and minimize information

Neural Computation

Learning from Examples with Information Theoretic Criteria

Journal of VLSI Signal Processing Systems

Comparison of maximum entropy and minimal mutual information in a nonlinear setting

Signal Processing

Linear geometric ICA: fundamentals and algorithms

Neural Computation

A Local Learning Rule That Enables Information Maximization for Arbitrary Input Distributions

Neural Computation

Local synaptic learning rules suffice to maximize mutual information in a linear network

Neural Computation

Towards a theory of early visual processing

Neural Computation

Informax principle-based query expansion using Hopfield neural networks

International Journal of Intelligent Systems Technologies and Applications

A theory of the visual motion coding in the primary visual cortex

Neural Computation

Supervised factorial learning

Neural Computation

Hebbian learning of context in recurrent neural networks

Neural Computation

Generalizing Geometric ICA to Nonlinear Settings

IWANN '03 Proceedings of the 7th International Work-Conference on Artificial and Natural Neural Networks: Part II: Artificial Neural Nets Problem Solving Methods

Capacity analysis for integrate-and-fire neurons with descending action potential thresholds

IEEE Transactions on Information Theory - Special issue on information theory in molecular biology and neuroscience

Linear projection method based on information theoretic learning

ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part III

Stacked Denoising Autoencoders: Learning Useful Representations in a Deep Network with a Local Denoising Criterion

The Journal of Machine Learning Research

Quantifying neurotransmission reliability through metrics-based information analysis

Neural Computation

On the use of neuro-fuzzy techniques for analyzing experimental surface electromyographic data

WILF'03 Proceedings of the 5th international conference on Fuzzy Logic and Applications

Auxiliary variational information maximization for dimensionality reduction

SLSFS'05 Proceedings of the 2005 international conference on Subspace, Latent Structure and Feature Selection

Quantifying neurotransmission reliability through metrics-based information analysis

Neural Computation

Beyond Fano's inequality: bounds on the optimal F-score, BER, and cost-sensitive risk and their implications

The Journal of Machine Learning Research