Artificial Neural Networks for Pattern Recognition in Biochemical Sequences

INTRODUCTION TO MACHINE LEARNING. . . _. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 284 Explanation-Based vs Similarity-Based Learning 284 Artificial Neural Networks 285 NETWORK TOPOLOGIES 285 Perceptrons 285 Multilayer Networks 287 COMPLEXITIES OF THE LEARNING SURFACE 288 MEMORIZATION VS GENERALIZATION 288