{
  "id": "cond-mat/0001100",
  "version": "v1",
  "published": "2000-01-10T11:46:38.000Z",
  "updated": "2000-01-10T11:46:38.000Z",
  "title": "Finite Size Scaling of Perceptron",
  "authors": [
    "Elka Korutcheva",
    "N. Tonchev"
  ],
  "comment": "7 pages, 1 figure, Submitted to Phys.Lett.A",
  "categories": [
    "cond-mat.stat-mech"
  ],
  "abstract": "We study the first-order transition in the model of a simple perceptron with continuous weights and large, bit finite value of the inputs. Making the analogy with the usual finite-size physical systems, we calculate the shift and the rounding exponents near the transition point. In the case of a general perceptron with larger variety of inputs, the analysis only gives bounds for the exponents.",
  "revisions": [
    {
      "version": "v1",
      "updated": "2000-01-10T11:46:38.000Z"
    }
  ],
  "analyses": {
    "keywords": [
      "finite size scaling",
      "bit finite value",
      "first-order transition",
      "simple perceptron",
      "larger variety"
    ],
    "note": {
      "typesetting": "TeX",
      "pages": 7,
      "language": "en",
      "license": "arXiv",
      "status": "editable",
      "adsabs": "2000cond.mat..1100K"
    }
  }
}