The Optical Gravitational Lensing Experiment. The New Catalog of   Eclipsing Binary Stars in the Small Magellanic Cloud
  We present new version of the OGLE-II catalog of eclipsing binary stars detected in the Small Magellanic Cloud, based on Difference Image Analysis catalog of variable stars in the Magellanic Clouds containing data collected from 1997 to 2000. We found 1351 eclipsing binary stars in the central 2.4 square degree area of the SMC. 455 stars are newly discovered objects, not found in the previous release of the catalog. The eclipsing objects were selected with the automatic search algorithm based on the artificial neural network. The full catalog is accessible from the OGLE Internet archive. 
L. Wyrzykowski, A. Udalski, M. Kubiak, M.K. Szymanski, K. Zebrun, I.   Soszynski, P.R. Wozniak, G. Pietrzynski, O. Szewczyk