Discrete mathematics of neural networks : selected topics
Martin Anthony · 1987
Preface 1. Artificial Neural Networks 2. Boolean Functions 3. Threshold Functions 4. Number of Threshold Functions 5. Sizes of Weights for Threshold Functions 6. Threshold Order 7. Threshold Networks and Boolean Functions 8. Specifying Sets 9. Neural Network Learning 10. Probabilistic Learning 11. VC-Dimensions of Neural Networks 12. The Complexity of Learning 13. Boltzmann Machines and Combinatorial Optimization Bibliography Index.