What is it all about?
Neuroph is lightweight Java Neural Network Framework which can be used to develop common neural network architectures. Small number of basic classes which correspond to basic NN concepts, and GUI editor makes it easy to learn and use.
Supported neural network architectures •Adaline •Perceptron •Multi Layer Perceptron with Backpropagation, Momentum on Resilient Propagation •Hopfield network •Bidirectional Associative Memory •Kohonen network •Hebbian network •Maxnet •Competitive network •Instar •Outstar •RBF network •Neuro Fuzzy Reasoner Other features •Small number of the essential base classes in core package (only 10) which can be easily reused or extended •Support for supervised and unsupervised learning rules •An easy-to-follow structure and logic. •Java & Neural Network IDE, Neuroph Studio, based on NetBeans Platform •Image recognition support •OCR support •Stock market prediction sample •Learning vizualisation samples •Data normalization •Simple microbenchmarking framework