4. LECTURE: ADVANCED METHODS FOR LEARNING NEURAL NETWORKS

Neural networks fundamentals in mobile robot control systems

Оборот титула

Table of contents

1. LECTURE: INTRODUCTION TO NEURAL NETWORKS +

2. LECTURE: BASES OF LEARNING OF NEURAL NETWORKS +

3. LECTURE: MULTILAYERED FEEDFORWARD STATIC NEURAL NETWORKS +

4. LECTURE: ADVANCED METHODS FOR LEARNING NEURAL NETWORKS -

4.1. Different Criteria for Error Measure

4.2. Complexities in Regularization

4.3. Weight Decay Approach

4.4. Weight Elimination Approach

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