Document (#7578)

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) 6.09

   6.094361 = sum of:
     6.094361 = weight(author_txt:hinton in 1721) [ClassicSimilarity], result of:
       6.094361 = fieldWeight in 1721, product of:
         1.0 = tf(freq=1.0), with freq of:
           1.0 = termFreq=1.0
         9.7509775 = idf(docFreq=6, maxDocs=44218)
         0.625 = fieldNorm(doc=1721)
   

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

   4.8754888 = sum of:
     4.8754888 = weight(author_txt:hinton in 957) [ClassicSimilarity], result of:
       4.8754888 = fieldWeight in 957, product of:
         1.0 = tf(freq=1.0), with freq of:
           1.0 = termFreq=1.0
         9.7509775 = idf(docFreq=6, maxDocs=44218)
         0.5 = fieldNorm(doc=957)
   

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

   3.6566167 = sum of:
     3.6566167 = weight(author_txt:hinton in 2247) [ClassicSimilarity], result of:
       3.6566167 = fieldWeight in 2247, product of:
         1.0 = tf(freq=1.0), with freq of:
           1.0 = termFreq=1.0
         9.7509775 = idf(docFreq=6, maxDocs=44218)
         0.375 = fieldNorm(doc=2247)
   

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

   3.6566167 = sum of:
     3.6566167 = weight(author_txt:hinton in 3884) [ClassicSimilarity], result of:
       3.6566167 = fieldWeight in 3884, product of:
         1.0 = tf(freq=1.0), with freq of:
           1.0 = termFreq=1.0
         9.7509775 = idf(docFreq=6, maxDocs=44218)
         0.375 = fieldNorm(doc=3884)
   

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

   3.6566167 = sum of:
     3.6566167 = weight(author_txt:hinton in 3888) [ClassicSimilarity], result of:
       3.6566167 = fieldWeight in 3888, product of:
         1.0 = tf(freq=1.0), with freq of:
           1.0 = termFreq=1.0
         9.7509775 = idf(docFreq=6, maxDocs=44218)
         0.375 = fieldNorm(doc=3888)
   

Similar documents (content)

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

   0.29348138 = sum of:
     0.29348138 = product of:
       1.291318 = sum of:
         0.06790949 = weight(abstract_txt:können in 1311) [ClassicSimilarity], result of:
           0.06790949 = score(doc=1311,freq=1.0), product of:
             0.08141922 = queryWeight, product of:
               1.268699 = boost
               4.4483833 = idf(docFreq=1405, maxDocs=44218)
               0.014426671 = queryNorm
             0.8340719 = fieldWeight in 1311, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.4483833 = idf(docFreq=1405, maxDocs=44218)
               0.1875 = fieldNorm(doc=1311)
         0.19404647 = weight(abstract_txt:verstehen in 1311) [ClassicSimilarity], result of:
           0.19404647 = score(doc=1311,freq=1.0), product of:
             0.16394965 = queryWeight, product of:
               1.8003229 = boost
               6.312392 = idf(docFreq=217, maxDocs=44218)
               0.014426671 = queryNorm
             1.1835735 = fieldWeight in 1311, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.312392 = idf(docFreq=217, maxDocs=44218)
               0.1875 = fieldNorm(doc=1311)
         0.3004191 = weight(abstract_txt:netze in 1311) [ClassicSimilarity], result of:
           0.3004191 = score(doc=1311,freq=1.0), product of:
             0.21941099 = queryWeight, product of:
               2.0826886 = boost
               7.3024383 = idf(docFreq=80, maxDocs=44218)
               0.014426671 = queryNorm
             1.3692071 = fieldWeight in 1311, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               7.3024383 = idf(docFreq=80, maxDocs=44218)
               0.1875 = fieldNorm(doc=1311)
         0.3035153 = weight(abstract_txt:gehirns in 1311) [ClassicSimilarity], result of:
           0.3035153 = score(doc=1311,freq=1.0), product of:
             0.22091593 = queryWeight, product of:
               2.089819 = boost
               7.3274393 = idf(docFreq=78, maxDocs=44218)
               0.014426671 = queryNorm
             1.3738949 = fieldWeight in 1311, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               7.3274393 = idf(docFreq=78, maxDocs=44218)
               0.1875 = fieldNorm(doc=1311)
         0.42542765 = weight(abstract_txt:neuronale in 1311) [ClassicSimilarity], result of:
           0.42542765 = score(doc=1311,freq=1.0), product of:
             0.2766881 = queryWeight, product of:
               2.3387854 = boost
               8.200379 = idf(docFreq=32, maxDocs=44218)
               0.014426671 = queryNorm
             1.5375712 = fieldWeight in 1311, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               8.200379 = idf(docFreq=32, maxDocs=44218)
               0.1875 = fieldNorm(doc=1311)
       0.22727273 = coord(5/22)
   

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

   0.23576672 = sum of:
     0.23576672 = product of:
       1.2967169 = sum of:
         0.26735488 = weight(abstract_txt:vielleicht in 320) [ClassicSimilarity], result of:
           0.26735488 = score(doc=320,freq=1.0), product of:
             0.20300128 = queryWeight, product of:
               2.0032933 = boost
               7.0240583 = idf(docFreq=106, maxDocs=44218)
               0.014426671 = queryNorm
             1.3170109 = fieldWeight in 320, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               7.0240583 = idf(docFreq=106, maxDocs=44218)
               0.1875 = fieldNorm(doc=320)
         0.3004191 = weight(abstract_txt:netze in 320) [ClassicSimilarity], result of:
           0.3004191 = score(doc=320,freq=1.0), product of:
             0.21941099 = queryWeight, product of:
               2.0826886 = boost
               7.3024383 = idf(docFreq=80, maxDocs=44218)
               0.014426671 = queryNorm
             1.3692071 = fieldWeight in 320, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               7.3024383 = idf(docFreq=80, maxDocs=44218)
               0.1875 = fieldNorm(doc=320)
         0.3035153 = weight(abstract_txt:gehirns in 320) [ClassicSimilarity], result of:
           0.3035153 = score(doc=320,freq=1.0), product of:
             0.22091593 = queryWeight, product of:
               2.089819 = boost
               7.3274393 = idf(docFreq=78, maxDocs=44218)
               0.014426671 = queryNorm
             1.3738949 = fieldWeight in 320, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               7.3274393 = idf(docFreq=78, maxDocs=44218)
               0.1875 = fieldNorm(doc=320)
         0.42542765 = weight(abstract_txt:neuronale in 320) [ClassicSimilarity], result of:
           0.42542765 = score(doc=320,freq=1.0), product of:
             0.2766881 = queryWeight, product of:
               2.3387854 = boost
               8.200379 = idf(docFreq=32, maxDocs=44218)
               0.014426671 = queryNorm
             1.5375712 = fieldWeight in 320, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               8.200379 = idf(docFreq=32, maxDocs=44218)
               0.1875 = fieldNorm(doc=320)
       0.18181819 = coord(4/22)
   

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

   0.21042098 = sum of:
     0.21042098 = product of:
       0.9258523 = sum of:
         0.080032095 = weight(abstract_txt:können in 1312) [ClassicSimilarity], result of:
           0.080032095 = score(doc=1312,freq=2.0), product of:
             0.08141922 = queryWeight, product of:
               1.268699 = boost
               4.4483833 = idf(docFreq=1405, maxDocs=44218)
               0.014426671 = queryNorm
             0.98296314 = fieldWeight in 1312, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               4.4483833 = idf(docFreq=1405, maxDocs=44218)
               0.15625 = fieldNorm(doc=1312)
         0.07924252 = weight(abstract_txt:informationen in 1312) [ClassicSimilarity], result of:
           0.07924252 = score(doc=1312,freq=1.0), product of:
             0.10190598 = queryWeight, product of:
               1.4193679 = boost
               4.976667 = idf(docFreq=828, maxDocs=44218)
               0.014426671 = queryNorm
             0.7776042 = fieldWeight in 1312, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.976667 = idf(docFreq=828, maxDocs=44218)
               0.15625 = fieldNorm(doc=1312)
         0.1617054 = weight(abstract_txt:verstehen in 1312) [ClassicSimilarity], result of:
           0.1617054 = score(doc=1312,freq=1.0), product of:
             0.16394965 = queryWeight, product of:
               1.8003229 = boost
               6.312392 = idf(docFreq=217, maxDocs=44218)
               0.014426671 = queryNorm
             0.9863113 = fieldWeight in 1312, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.312392 = idf(docFreq=217, maxDocs=44218)
               0.15625 = fieldNorm(doc=1312)
         0.25034925 = weight(abstract_txt:netze in 1312) [ClassicSimilarity], result of:
           0.25034925 = score(doc=1312,freq=1.0), product of:
             0.21941099 = queryWeight, product of:
               2.0826886 = boost
               7.3024383 = idf(docFreq=80, maxDocs=44218)
               0.014426671 = queryNorm
             1.141006 = fieldWeight in 1312, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               7.3024383 = idf(docFreq=80, maxDocs=44218)
               0.15625 = fieldNorm(doc=1312)
         0.35452303 = weight(abstract_txt:neuronale in 1312) [ClassicSimilarity], result of:
           0.35452303 = score(doc=1312,freq=1.0), product of:
             0.2766881 = queryWeight, product of:
               2.3387854 = boost
               8.200379 = idf(docFreq=32, maxDocs=44218)
               0.014426671 = queryNorm
             1.2813092 = fieldWeight in 1312, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               8.200379 = idf(docFreq=32, maxDocs=44218)
               0.15625 = fieldNorm(doc=1312)
       0.22727273 = coord(5/22)
   

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

   0.14780354 = sum of:
     0.14780354 = product of:
       0.46452543 = sum of:
         0.013856174 = weight(abstract_txt:werden in 4554) [ClassicSimilarity], result of:
           0.013856174 = score(doc=4554,freq=1.0), product of:
             0.050583597 = queryWeight, product of:
               3.5062556 = idf(docFreq=3606, maxDocs=44218)
               0.014426671 = queryNorm
             0.27392623 = fieldWeight in 4554, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.5062556 = idf(docFreq=3606, maxDocs=44218)
               0.078125 = fieldNorm(doc=4554)
         0.016845386 = weight(abstract_txt:auch in 4554) [ClassicSimilarity], result of:
           0.016845386 = score(doc=4554,freq=1.0), product of:
             0.057619322 = queryWeight, product of:
               1.0672821 = boost
               3.742164 = idf(docFreq=2848, maxDocs=44218)
               0.014426671 = queryNorm
             0.29235655 = fieldWeight in 4554, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.742164 = idf(docFreq=2848, maxDocs=44218)
               0.078125 = fieldNorm(doc=4554)
         0.028295618 = weight(abstract_txt:können in 4554) [ClassicSimilarity], result of:
           0.028295618 = score(doc=4554,freq=1.0), product of:
             0.08141922 = queryWeight, product of:
               1.268699 = boost
               4.4483833 = idf(docFreq=1405, maxDocs=44218)
               0.014426671 = queryNorm
             0.34752995 = fieldWeight in 4554, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.4483833 = idf(docFreq=1405, maxDocs=44218)
               0.078125 = fieldNorm(doc=4554)
         0.05134849 = weight(abstract_txt:dazu in 4554) [ClassicSimilarity], result of:
           0.05134849 = score(doc=4554,freq=1.0), product of:
             0.12113396 = queryWeight, product of:
               1.547491 = boost
               5.425899 = idf(docFreq=528, maxDocs=44218)
               0.014426671 = queryNorm
             0.42389837 = fieldWeight in 4554, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.425899 = idf(docFreq=528, maxDocs=44218)
               0.078125 = fieldNorm(doc=4554)
         0.11434298 = weight(abstract_txt:verstehen in 4554) [ClassicSimilarity], result of:
           0.11434298 = score(doc=4554,freq=2.0), product of:
             0.16394965 = queryWeight, product of:
               1.8003229 = boost
               6.312392 = idf(docFreq=217, maxDocs=44218)
               0.014426671 = queryNorm
             0.6974274 = fieldWeight in 4554, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               6.312392 = idf(docFreq=217, maxDocs=44218)
               0.078125 = fieldNorm(doc=4554)
         0.14830516 = weight(abstract_txt:lernen in 4554) [ClassicSimilarity], result of:
           0.14830516 = score(doc=4554,freq=3.0), product of:
             0.17033789 = queryWeight, product of:
               1.8350621 = boost
               6.434197 = idf(docFreq=192, maxDocs=44218)
               0.014426671 = queryNorm
             0.8706528 = fieldWeight in 4554, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               6.434197 = idf(docFreq=192, maxDocs=44218)
               0.078125 = fieldNorm(doc=4554)
         0.091531605 = weight(abstract_txt:menschlichen in 4554) [ClassicSimilarity], result of:
           0.091531605 = score(doc=4554,freq=1.0), product of:
             0.17808536 = queryWeight, product of:
               1.8763301 = boost
               6.578893 = idf(docFreq=166, maxDocs=44218)
               0.014426671 = queryNorm
             0.51397604 = fieldWeight in 4554, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.578893 = idf(docFreq=166, maxDocs=44218)
               0.078125 = fieldNorm(doc=4554)
       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

   0.13609579 = sum of:
     0.13609579 = product of:
       0.59882146 = sum of:
         0.016676081 = weight(abstract_txt:auch in 642) [ClassicSimilarity], result of:
           0.016676081 = score(doc=642,freq=2.0), product of:
             0.057619322 = queryWeight, product of:
               1.0672821 = boost
               3.742164 = idf(docFreq=2848, maxDocs=44218)
               0.014426671 = queryNorm
             0.28941822 = fieldWeight in 642, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               3.742164 = idf(docFreq=2848, maxDocs=44218)
               0.0546875 = fieldNorm(doc=642)
         0.064072125 = weight(abstract_txt:menschlichen in 642) [ClassicSimilarity], result of:
           0.064072125 = score(doc=642,freq=1.0), product of:
             0.17808536 = queryWeight, product of:
               1.8763301 = boost
               6.578893 = idf(docFreq=166, maxDocs=44218)
               0.014426671 = queryNorm
             0.35978323 = fieldWeight in 642, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.578893 = idf(docFreq=166, maxDocs=44218)
               0.0546875 = fieldNorm(doc=642)
         0.21462978 = weight(abstract_txt:netze in 642) [ClassicSimilarity], result of:
           0.21462978 = score(doc=642,freq=6.0), product of:
             0.21941099 = queryWeight, product of:
               2.0826886 = boost
               7.3024383 = idf(docFreq=80, maxDocs=44218)
               0.014426671 = queryNorm
             0.9782089 = fieldWeight in 642, product of:
               2.4494898 = tf(freq=6.0), with freq of:
                 6.0 = termFreq=6.0
               7.3024383 = idf(docFreq=80, maxDocs=44218)
               0.0546875 = fieldNorm(doc=642)
         0.08852529 = weight(abstract_txt:gehirns in 642) [ClassicSimilarity], result of:
           0.08852529 = score(doc=642,freq=1.0), product of:
             0.22091593 = queryWeight, product of:
               2.089819 = boost
               7.3274393 = idf(docFreq=78, maxDocs=44218)
               0.014426671 = queryNorm
             0.40071934 = fieldWeight in 642, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               7.3274393 = idf(docFreq=78, maxDocs=44218)
               0.0546875 = fieldNorm(doc=642)
         0.21491815 = weight(abstract_txt:neuronale in 642) [ClassicSimilarity], result of:
           0.21491815 = score(doc=642,freq=3.0), product of:
             0.2766881 = queryWeight, product of:
               2.3387854 = boost
               8.200379 = idf(docFreq=32, maxDocs=44218)
               0.014426671 = queryNorm
             0.7767524 = fieldWeight in 642, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               8.200379 = idf(docFreq=32, maxDocs=44218)
               0.0546875 = fieldNorm(doc=642)
       0.22727273 = coord(5/22)