{ "id": "hep-ex/9705020", "version": "v2", "published": "1997-05-30T17:50:52.000Z", "updated": "1997-06-02T17:12:25.000Z", "title": "Role of Neural Networks in the Search of the Higgs Boson at LHC", "authors": [ "T. Maggipinto", "G. Nardulli", "S. Dusini", "F. Ferrari", "I. Lazzizzera", "A. Sidoti", "A. Sartori", "G. P. Tecchiolli" ], "comment": "Latex, 8 pages, 2 figures", "journal": "Phys.Lett. B409 (1997) 517-522", "doi": "10.1016/S0370-2693(97)00887-3", "categories": [ "hep-ex", "hep-ph" ], "abstract": "We show that neural network classifiers can be helpful to discriminate Higgs production from background at LHC in the Higgs mass range M= 200 GeV. We employ a common feed-forward neural network trained by the backpropagation algorithm for off-line analysis and the neural chip Totem, trained by the Reactive Tabu Search algorithm, which could be used for on-line analysis.", "revisions": [ { "version": "v2", "updated": "1997-06-02T17:12:25.000Z" } ], "analyses": { "keywords": [ "higgs boson", "feed-forward neural network", "neural chip totem", "neural network classifiers", "discriminate higgs production" ], "tags": [ "journal article" ], "publication": { "journal": "Physics Letters B", "year": 1997, "month": "Feb", "volume": 409, "pages": 517 }, "note": { "typesetting": "LaTeX", "pages": 8, "language": "en", "license": "arXiv", "status": "editable", "inspire": 443705, "adsabs": "1997PhLB..409..517M" } } }