learning_theories:connectionism
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learning_theories:connectionism [2011/08/25 11:03] jpetrovic [Read more] |
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| Connectionism was based on [[chunks:principles of associationism]], mostly claiming that elements or ideas become associated with one another through experience and that complex ideas can be explained through a set of simple rules. But connectionism further expanded these assumptions and introduced ideas like [[:glossary#distributed_representations|distributed representations]] and supervised learning(([[http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.86.7504&rep=rep1&type=pdf|Medler, David A. A Brief History of Connectionism. Neural Computing Surveys, 1(2), p18-72. 1998.]])) and should not be confused with associationism. | Connectionism was based on [[chunks:principles of associationism]], mostly claiming that elements or ideas become associated with one another through experience and that complex ideas can be explained through a set of simple rules. But connectionism further expanded these assumptions and introduced ideas like [[:glossary#distributed_representations|distributed representations]] and supervised learning(([[http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.86.7504&rep=rep1&type=pdf|Medler, David A. A Brief History of Connectionism. Neural Computing Surveys, 1(2), p18-72. 1998.]])) and should not be confused with associationism. | ||
| - | Thorndike, the most commonly cited connectionist, summed his ideas on learning into three laws of learning, which should have accounted for both human and animal learning:(([[http://userwww.sfsu.edu/~foreman/itec800/finalprojects/annie/thorndike%27slaw.html|Foreman, Kim. Learning Laws of Thorndike - brief overview.]] Retrieved June 24, 2011.)) | + | Thorndike, the most commonly cited connectionist, summed his ideas on learning into three laws of learning, which should have accounted for both human and animal learning:(([[http://userwww.sfsu.edu/~foreman/itec800/finalprojects/annie/thorndike%27slaw.html|Foreman, Kim. Learning Laws of Thorndike - brief overview.]] Retrieved June 24, 2011. Link obsolete.)) |
| ^ Laws of learning || | ^ Laws of learning || | ||
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