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題名 Reasoning Neural Networks
作者 蔡瑞煌
Tsaih, Rua-Huan
貢獻者 資訊管理學系
日期 1997
上傳時間 17-Aug-2017 16:28:06 (UTC+8)
摘要 The Reasoning Neural Network (RN) has a learning algorithm belonging to the weight-and-structure-change category, because it puts only one hidden node in the initial network structure, and will recruit and prune hidden nodes during the learning process. Empirical results show that learning of the RN is guaranteed to be completed, the number of required hidden nodes is reasonable, that the speed of learning is much faster than back propagation networks, and that the RN is able to develop good internal representation.
關聯 Mathematics of Neural Networks pp 366-371 Part of the Operations Research/Computer Science Interfaces Series book series (ORCS, volume 8)
資料類型 book/chapter
DOI https://doi.org/10.1007/978-1-4615-6099-9_64
dc.contributor 資訊管理學系zh_TW
dc.creator (作者) 蔡瑞煌zh_TW
dc.creator (作者) Tsaih, Rua-Huanen_US
dc.date (日期) 1997
dc.date.accessioned 17-Aug-2017 16:28:06 (UTC+8)-
dc.date.available 17-Aug-2017 16:28:06 (UTC+8)-
dc.date.issued (上傳時間) 17-Aug-2017 16:28:06 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/112024-
dc.description.abstract (摘要) The Reasoning Neural Network (RN) has a learning algorithm belonging to the weight-and-structure-change category, because it puts only one hidden node in the initial network structure, and will recruit and prune hidden nodes during the learning process. Empirical results show that learning of the RN is guaranteed to be completed, the number of required hidden nodes is reasonable, that the speed of learning is much faster than back propagation networks, and that the RN is able to develop good internal representation.en_US
dc.format.extent 730352 bytes-
dc.format.mimetype application/pdf-
dc.relation (關聯) Mathematics of Neural Networks pp 366-371 Part of the Operations Research/Computer Science Interfaces Series book series (ORCS, volume 8)en_US
dc.title (題名) Reasoning Neural Networksen_US
dc.type (資料類型) book/chapter
dc.identifier.doi (DOI) 10.1007/978-1-4615-6099-9_64
dc.doi.uri (DOI) https://doi.org/10.1007/978-1-4615-6099-9_64