Document (#7577)

Author

Hinton, G.E.

Title

Wie neuronale Netze aus Erfahrung lernen

Source

Spektrum der Wissenschaft. 1992, H.11, S.134-143

Year

1992

Abstract

Elektronische Netzwerke aus künstlichen Neuronen können dazu gebracht werden, komplizierte Informationen zu repräsentieren. Vielleicht hilft das, auch die Lernfähigkeit des menschlichen Gehirns besser zu verstehen

Similar documents (author)

1. Hinton, F.: Dewey 17: a review (1966) 6.10

   6.0972233 = sum of:
     6.0972233 = weight(author_txt:hinton in 1720) [ClassicSimilarity], result of:
       6.0972233 = fieldWeight in 1720, product of:
         1.0 = tf(freq=1.0), with freq of:
           1.0 = termFreq=1.0
         9.755557 = idf(docFreq=6, maxDocs=44421)
         0.625 = fieldNorm(doc=1720)
   

2. Heaven, D.; Hinton, G.: "Erschreckend, wenn man das sieht" : KI-Pionier Geoffrey Hinton über KI-Modelle (2023) 4.88

   4.8777785 = sum of:
     4.8777785 = weight(author_txt:hinton in 1959) [ClassicSimilarity], result of:
       4.8777785 = fieldWeight in 1959, product of:
         1.0 = tf(freq=1.0), with freq of:
           1.0 = termFreq=1.0
         9.755557 = idf(docFreq=6, maxDocs=44421)
         0.5 = fieldNorm(doc=1959)
   

3. Fisher, K.E.; Durrance, J.C.; Hinton, M.B.: Information grounds and the use of need-based services by immigrants in Queens, New York: : a context-based, outcome evaluation approach (2004) 3.66

   3.6583338 = sum of:
     3.6583338 = weight(author_txt:hinton in 3247) [ClassicSimilarity], result of:
       3.6583338 = fieldWeight in 3247, product of:
         1.0 = tf(freq=1.0), with freq of:
           1.0 = termFreq=1.0
         9.755557 = idf(docFreq=6, maxDocs=44421)
         0.375 = fieldNorm(doc=3247)
   

4. Maaten, L. van den; Hinton, G.: Visualizing non-metric similarities in multiple maps (2012) 3.66

   3.6583338 = sum of:
     3.6583338 = weight(author_txt:hinton in 4884) [ClassicSimilarity], result of:
       3.6583338 = fieldWeight in 4884, product of:
         1.0 = tf(freq=1.0), with freq of:
           1.0 = termFreq=1.0
         9.755557 = idf(docFreq=6, maxDocs=44421)
         0.375 = fieldNorm(doc=4884)
   

5. Maaten, L. van den; Hinton, G.: Visualizing data using t-SNE (2008) 3.66

   3.6583338 = sum of:
     3.6583338 = weight(author_txt:hinton in 4888) [ClassicSimilarity], result of:
       3.6583338 = fieldWeight in 4888, product of:
         1.0 = tf(freq=1.0), with freq of:
           1.0 = termFreq=1.0
         9.755557 = idf(docFreq=6, maxDocs=44421)
         0.375 = fieldNorm(doc=4888)
   

Similar documents (content)

1. Eurich, C.W.; Wilke, S.: Künstliches Gedächtnis : Neurotheorie für Anfänger (I) (2002) 0.29

   0.2935995 = sum of:
     0.2935995 = product of:
       1.2918377 = sum of:
         0.06791351 = weight(abstract_txt:können in 2311) [ClassicSimilarity], result of:
           0.06791351 = score(doc=2311,freq=1.0), product of:
             0.081418164 = queryWeight, product of:
               1.2682356 = boost
               4.448705 = idf(docFreq=1411, maxDocs=44421)
               0.014430713 = queryNorm
             0.8341322 = fieldWeight in 2311, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.448705 = idf(docFreq=1411, maxDocs=44421)
               0.1875 = fieldNorm(doc=2311)
         0.19443853 = weight(abstract_txt:verstehen in 2311) [ClassicSimilarity], result of:
           0.19443853 = score(doc=2311,freq=1.0), product of:
             0.16416179 = queryWeight, product of:
               1.8008406 = boost
               6.3169727 = idf(docFreq=217, maxDocs=44421)
               0.014430713 = queryNorm
             1.1844324 = fieldWeight in 2311, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.3169727 = idf(docFreq=217, maxDocs=44421)
               0.1875 = fieldNorm(doc=2311)
         0.30093724 = weight(abstract_txt:netze in 2311) [ClassicSimilarity], result of:
           0.30093724 = score(doc=2311,freq=1.0), product of:
             0.21965164 = queryWeight, product of:
               2.0830824 = boost
               7.3070183 = idf(docFreq=80, maxDocs=44421)
               0.014430713 = queryNorm
             1.3700659 = fieldWeight in 2311, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               7.3070183 = idf(docFreq=80, maxDocs=44421)
               0.1875 = fieldNorm(doc=2311)
         0.3024747 = weight(abstract_txt:gehirns in 2311) [ClassicSimilarity], result of:
           0.3024747 = score(doc=2311,freq=1.0), product of:
             0.22039913 = queryWeight, product of:
               2.086624 = boost
               7.319441 = idf(docFreq=79, maxDocs=44421)
               0.014430713 = queryNorm
             1.3723952 = fieldWeight in 2311, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               7.319441 = idf(docFreq=79, maxDocs=44421)
               0.1875 = fieldNorm(doc=2311)
         0.42607373 = weight(abstract_txt:neuronale in 2311) [ClassicSimilarity], result of:
           0.42607373 = score(doc=2311,freq=1.0), product of:
             0.2769536 = queryWeight, product of:
               2.3390675 = boost
               8.20496 = idf(docFreq=32, maxDocs=44421)
               0.014430713 = queryNorm
             1.53843 = fieldWeight in 2311, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               8.20496 = idf(docFreq=32, maxDocs=44421)
               0.1875 = fieldNorm(doc=2311)
       0.22727273 = coord(5/22)
   

2. Krauß, P.; Maier, A.: ¬Der Geist in der Maschine (2021) 0.24

   0.2358767 = sum of:
     0.2358767 = product of:
       1.2973218 = sum of:
         0.26783603 = weight(abstract_txt:vielleicht in 1321) [ClassicSimilarity], result of:
           0.26783603 = score(doc=1321,freq=1.0), product of:
             0.20323408 = queryWeight, product of:
               2.0037222 = boost
               7.028639 = idf(docFreq=106, maxDocs=44421)
               0.014430713 = queryNorm
             1.3178698 = fieldWeight in 1321, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               7.028639 = idf(docFreq=106, maxDocs=44421)
               0.1875 = fieldNorm(doc=1321)
         0.30093724 = weight(abstract_txt:netze in 1321) [ClassicSimilarity], result of:
           0.30093724 = score(doc=1321,freq=1.0), product of:
             0.21965164 = queryWeight, product of:
               2.0830824 = boost
               7.3070183 = idf(docFreq=80, maxDocs=44421)
               0.014430713 = queryNorm
             1.3700659 = fieldWeight in 1321, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               7.3070183 = idf(docFreq=80, maxDocs=44421)
               0.1875 = fieldNorm(doc=1321)
         0.3024747 = weight(abstract_txt:gehirns in 1321) [ClassicSimilarity], result of:
           0.3024747 = score(doc=1321,freq=1.0), product of:
             0.22039913 = queryWeight, product of:
               2.086624 = boost
               7.319441 = idf(docFreq=79, maxDocs=44421)
               0.014430713 = queryNorm
             1.3723952 = fieldWeight in 1321, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               7.319441 = idf(docFreq=79, maxDocs=44421)
               0.1875 = fieldNorm(doc=1321)
         0.42607373 = weight(abstract_txt:neuronale in 1321) [ClassicSimilarity], result of:
           0.42607373 = score(doc=1321,freq=1.0), product of:
             0.2769536 = queryWeight, product of:
               2.3390675 = boost
               8.20496 = idf(docFreq=32, maxDocs=44421)
               0.014430713 = queryNorm
             1.53843 = fieldWeight in 1321, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               8.20496 = idf(docFreq=32, maxDocs=44421)
               0.1875 = fieldNorm(doc=1321)
       0.18181819 = coord(4/22)
   

3. Eurich, C.W.; Wilke, S.: Selbst ist das Netz : Neurotheorie für Anfänger (II) (2002) 0.21

   0.21072447 = sum of:
     0.21072447 = product of:
       0.9271877 = sum of:
         0.08003684 = weight(abstract_txt:können in 2312) [ClassicSimilarity], result of:
           0.08003684 = score(doc=2312,freq=2.0), product of:
             0.081418164 = queryWeight, product of:
               1.2682356 = boost
               4.448705 = idf(docFreq=1411, maxDocs=44421)
               0.014430713 = queryNorm
             0.98303425 = fieldWeight in 2312, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               4.448705 = idf(docFreq=1411, maxDocs=44421)
               0.15625 = fieldNorm(doc=2312)
         0.079276286 = weight(abstract_txt:informationen in 2312) [ClassicSimilarity], result of:
           0.079276286 = score(doc=2312,freq=1.0), product of:
             0.101929575 = queryWeight, product of:
               1.4190228 = boost
               4.9776354 = idf(docFreq=831, maxDocs=44421)
               0.014430713 = queryNorm
             0.7777555 = fieldWeight in 2312, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.9776354 = idf(docFreq=831, maxDocs=44421)
               0.15625 = fieldNorm(doc=2312)
         0.16203211 = weight(abstract_txt:verstehen in 2312) [ClassicSimilarity], result of:
           0.16203211 = score(doc=2312,freq=1.0), product of:
             0.16416179 = queryWeight, product of:
               1.8008406 = boost
               6.3169727 = idf(docFreq=217, maxDocs=44421)
               0.014430713 = queryNorm
             0.987027 = fieldWeight in 2312, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.3169727 = idf(docFreq=217, maxDocs=44421)
               0.15625 = fieldNorm(doc=2312)
         0.25078103 = weight(abstract_txt:netze in 2312) [ClassicSimilarity], result of:
           0.25078103 = score(doc=2312,freq=1.0), product of:
             0.21965164 = queryWeight, product of:
               2.0830824 = boost
               7.3070183 = idf(docFreq=80, maxDocs=44421)
               0.014430713 = queryNorm
             1.1417216 = fieldWeight in 2312, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               7.3070183 = idf(docFreq=80, maxDocs=44421)
               0.15625 = fieldNorm(doc=2312)
         0.35506144 = weight(abstract_txt:neuronale in 2312) [ClassicSimilarity], result of:
           0.35506144 = score(doc=2312,freq=1.0), product of:
             0.2769536 = queryWeight, product of:
               2.3390675 = boost
               8.20496 = idf(docFreq=32, maxDocs=44421)
               0.014430713 = queryNorm
             1.282025 = fieldWeight in 2312, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               8.20496 = idf(docFreq=32, maxDocs=44421)
               0.15625 = fieldNorm(doc=2312)
       0.22727273 = coord(5/22)
   

4. Beck, H.: ¬Das neue Lernen heißt verstehen (2020) 0.15

   0.14778009 = sum of:
     0.14778009 = product of:
       0.46445173 = sum of:
         0.013872198 = weight(abstract_txt:werden in 554) [ClassicSimilarity], result of:
           0.013872198 = score(doc=554,freq=1.0), product of:
             0.050619926 = queryWeight, product of:
               3.507791 = idf(docFreq=3617, maxDocs=44421)
               0.014430713 = queryNorm
             0.27404618 = fieldWeight in 554, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.507791 = idf(docFreq=3617, maxDocs=44421)
               0.078125 = fieldNorm(doc=554)
         0.016838389 = weight(abstract_txt:auch in 554) [ClassicSimilarity], result of:
           0.016838389 = score(doc=554,freq=1.0), product of:
             0.057600338 = queryWeight, product of:
               1.0667232 = boost
               3.7418423 = idf(docFreq=2862, maxDocs=44421)
               0.014430713 = queryNorm
             0.29233143 = fieldWeight in 554, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.7418423 = idf(docFreq=2862, maxDocs=44421)
               0.078125 = fieldNorm(doc=554)
         0.028297298 = weight(abstract_txt:können in 554) [ClassicSimilarity], result of:
           0.028297298 = score(doc=554,freq=1.0), product of:
             0.081418164 = queryWeight, product of:
               1.2682356 = boost
               4.448705 = idf(docFreq=1411, maxDocs=44421)
               0.014430713 = queryNorm
             0.3475551 = fieldWeight in 554, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.448705 = idf(docFreq=1411, maxDocs=44421)
               0.078125 = fieldNorm(doc=554)
         0.051416844 = weight(abstract_txt:dazu in 554) [ClassicSimilarity], result of:
           0.051416844 = score(doc=554,freq=1.0), product of:
             0.12123507 = queryWeight, product of:
               1.547581 = boost
               5.428591 = idf(docFreq=529, maxDocs=44421)
               0.014430713 = queryNorm
             0.42410865 = fieldWeight in 554, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.428591 = idf(docFreq=529, maxDocs=44421)
               0.078125 = fieldNorm(doc=554)
         0.114574 = weight(abstract_txt:verstehen in 554) [ClassicSimilarity], result of:
           0.114574 = score(doc=554,freq=2.0), product of:
             0.16416179 = queryWeight, product of:
               1.8008406 = boost
               6.3169727 = idf(docFreq=217, maxDocs=44421)
               0.014430713 = queryNorm
             0.69793344 = fieldWeight in 554, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               6.3169727 = idf(docFreq=217, maxDocs=44421)
               0.078125 = fieldNorm(doc=554)
         0.14824115 = weight(abstract_txt:lernen in 554) [ClassicSimilarity], result of:
           0.14824115 = score(doc=554,freq=3.0), product of:
             0.17027992 = queryWeight, product of:
               1.8340914 = boost
               6.4336095 = idf(docFreq=193, maxDocs=44421)
               0.014430713 = queryNorm
             0.8705733 = fieldWeight in 554, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               6.4336095 = idf(docFreq=193, maxDocs=44421)
               0.078125 = fieldNorm(doc=554)
         0.09121186 = weight(abstract_txt:menschlichen in 554) [ClassicSimilarity], result of:
           0.09121186 = score(doc=554,freq=1.0), product of:
             0.17766105 = queryWeight, product of:
               1.8734208 = boost
               6.571569 = idf(docFreq=168, maxDocs=44421)
               0.014430713 = queryNorm
             0.51340383 = fieldWeight in 554, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.571569 = idf(docFreq=168, maxDocs=44421)
               0.078125 = fieldNorm(doc=554)
       0.3181818 = coord(7/22)
   

5. Lämmel, U.; Cleve, J.: Künstliche Intelligenz : mit 50 Tabellen, 43 Beispielen, 208 Aufgaben, 89 Kontrollfragen und Referatsthemen (2008) 0.14

   0.13613266 = sum of:
     0.13613266 = product of:
       0.5989837 = sum of:
         0.016669154 = weight(abstract_txt:auch in 1642) [ClassicSimilarity], result of:
           0.016669154 = score(doc=1642,freq=2.0), product of:
             0.057600338 = queryWeight, product of:
               1.0667232 = boost
               3.7418423 = idf(docFreq=2862, maxDocs=44421)
               0.014430713 = queryNorm
             0.28939334 = fieldWeight in 1642, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               3.7418423 = idf(docFreq=2862, maxDocs=44421)
               0.0546875 = fieldNorm(doc=1642)
         0.0638483 = weight(abstract_txt:menschlichen in 1642) [ClassicSimilarity], result of:
           0.0638483 = score(doc=1642,freq=1.0), product of:
             0.17766105 = queryWeight, product of:
               1.8734208 = boost
               6.571569 = idf(docFreq=168, maxDocs=44421)
               0.014430713 = queryNorm
             0.3593827 = fieldWeight in 1642, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.571569 = idf(docFreq=168, maxDocs=44421)
               0.0546875 = fieldNorm(doc=1642)
         0.21499993 = weight(abstract_txt:netze in 1642) [ClassicSimilarity], result of:
           0.21499993 = score(doc=1642,freq=6.0), product of:
             0.21965164 = queryWeight, product of:
               2.0830824 = boost
               7.3070183 = idf(docFreq=80, maxDocs=44421)
               0.014430713 = queryNorm
             0.97882235 = fieldWeight in 1642, product of:
               2.4494898 = tf(freq=6.0), with freq of:
                 6.0 = termFreq=6.0
               7.3070183 = idf(docFreq=80, maxDocs=44421)
               0.0546875 = fieldNorm(doc=1642)
         0.08822178 = weight(abstract_txt:gehirns in 1642) [ClassicSimilarity], result of:
           0.08822178 = score(doc=1642,freq=1.0), product of:
             0.22039913 = queryWeight, product of:
               2.086624 = boost
               7.319441 = idf(docFreq=79, maxDocs=44421)
               0.014430713 = queryNorm
             0.4002819 = fieldWeight in 1642, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               7.319441 = idf(docFreq=79, maxDocs=44421)
               0.0546875 = fieldNorm(doc=1642)
         0.21524455 = weight(abstract_txt:neuronale in 1642) [ClassicSimilarity], result of:
           0.21524455 = score(doc=1642,freq=3.0), product of:
             0.2769536 = queryWeight, product of:
               2.3390675 = boost
               8.20496 = idf(docFreq=32, maxDocs=44421)
               0.014430713 = queryNorm
             0.7771863 = fieldWeight in 1642, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               8.20496 = idf(docFreq=32, maxDocs=44421)
               0.0546875 = fieldNorm(doc=1642)
       0.22727273 = coord(5/22)