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Електронний архів Житомирського державного технологічного університету
Переглянути архів Інформація| Поле | Співвідношення | |
| Title |
???????????? ?????? ???????? ?????? ? ?????? ????????????? ?????????
The application of deep confidence network in the problem of image recognition |
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| Creator |
?????????, ?.?.
???????, ?.?. Chumachenko, ?.?. Sipakov, G.O. |
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| Subject |
???????? ??????
?????????? ???????? ???????? neural network perceptron deep training |
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| Description |
? ????? ??????????? ????????? ?????????? ????????, ??????? ??????? ?????????????? ??????????? ?? ?????????? ?????? ????????? ??????, ???? ????????? ??????????? ??????????? ??????? ???????? ?? ???????? ??????? ?????. ????????????? ?????????? ??? ????????? ?? ?????? ????????? ??????, ?? ??????????? ?? ??????????? ????????? ????? ?????????. ????? ???????? ?????? ????????? ?????? ?????????? layer-wise training ???? ????????, ?? ???????????? ????? ????????? ?????? ?????? ???????? ???????? ???????? ?????????????? ??????????? ??????? ?????????? ?????????????? ???????. In order to study the concept of deep learning, in particular the substitution of multilayer perceptron on the corresponding network of deep confidence, computer simulations of the learning process to test voters was carried out. Multi-layer perceptron has been replaced by a network of deep confidence, consisting of successive limited Boltzmann machines. After training of a network of deep confidence algorithm of layer-wise training it was found that the use of networks of deep confidence greatly improves the accuracy of multilayer perceptron training by method of reverse distribution errors. |
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| Date |
2017-01-10T12:20:38Z
2017-01-10T12:20:38Z 2016 |
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| Type |
Article
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| Identifier |
http://eztuir.ztu.edu.ua/123456789/5546
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| Language |
uk
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| Relation |
?????? ????. ?????: ???????? ?????;3(78)
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| Publisher |
????
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