(eBook Artificial Intelligence) Neural Networks with Java neural net overview英文电子书.pdf

Neural Networks with Java: neural net overview choose a section What are neural nets? The biological model: The human brain The components of a neural net What they can and where they fail Types of neural nets Perceptron Multi-Layer-Perceptron Backpropagation Net Hopfield Net Kohonen Feature Map The learning process What means learning refering to neural nets? Supervised and unsupervised learning Forwardpropagation Backpropagation Selforganization Neural Networks with Java: neural net overview jump directly to What are neural nets? The biological model: The human brain The components of a neural net What they can and where they fail What are neural nets? A neural net is an artificial representation of the human brain that tries to simulate its learning process. The term artificial means that neural nets are implemented in computer programs that are able to handle the large number of neccessary calculations during the learning process. To show where neural nets have their origin, lets ha