Constructive neural network algorithms that solve highly non-separable problems
M Grochowski, W Duch - Constructive neural networks, 2009 - Springer
Learning from data with complex non-local relations and multimodal class distribution is still
very hard for standard classification algorithms. Even if an accurate solution is found the …
very hard for standard classification algorithms. Even if an accurate solution is found the …
Universal learning machines
W Duch, T Maszczyk - International Conference on Neural Information …, 2009 - Springer
All existing learning methods have particular bias that makes them suitable for specific kind
of problems. Universal Learning Machine (ULM) should find the simplest data model for …
of problems. Universal Learning Machine (ULM) should find the simplest data model for …
[PDF][PDF] Nieeuklidesowe sieci neuronowe
H Jurkiewicz - fizyka.umk.pl
Inspiracją dla powstania sztucznych sieci neuronowych była niewątpliwie biologia.
Biologiczna sieć neuronowa to system złożony z połączonych ze sobą pojedynczych …
Biologiczna sieć neuronowa to system złożony z połączonych ze sobą pojedynczych …