1 INTRODUCTION

2 INFRA-RED OBSERVATIONAL SAMPLES AND CATALOGS

3 THE ARTIFICIAL NEURAL NETWORK AND DETERMINATION OF INFRA-RED LUMINOSITIES

4 NETWORK VALIDATION

5 COMPARISON WITH SDSS SFRS

6 SUMMARY