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エネルギー減少への寄与の大きさの順にニューロンを遷移させる機能を有する2値ホップフィールドネット
http://hdl.handle.net/10232/11480
http://hdl.handle.net/10232/11480bb5213f4-ce50-4a68-8e23-0fa3f819985b
名前 / ファイル | ライセンス | アクション |
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Item type | 紀要論文 / Departmental Bulletin Paper(1) | |||||
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公開日 | 2015-05-01 | |||||
タイトル | ||||||
タイトル | エネルギー減少への寄与の大きさの順にニューロンを遷移させる機能を有する2値ホップフィールドネット | |||||
タイトル | ||||||
タイトル言語 | en | |||||
タイトル | Binary Hopfield Net in which the Neuron Changes its State in Descending Order of Contributions to Decrease in Energy | |||||
タイトルよみ | ||||||
タイトルよみ | エネルギー ゲンショウ エノ キヨ ノ オオキサ ノ ジュン ニ ニューロン オ センイ サセル キノウ オ ユウスル 2チ ホップ フィールドネット | |||||
著者 |
村島, 定行
× 村島, 定行× 徳重, 昇× 濱田, 順一 |
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著者よみ | ||||||
姓名 | ムラシマ, サダユキ | |||||
著者よみ | ||||||
姓名 | トクシゲ, ノボル | |||||
著者よみ | ||||||
姓名 | ハマダ, ジュンイチ | |||||
別言語の著者 | ||||||
姓名 | MURASHIMA, Sadayuki | |||||
別言語の著者 | ||||||
姓名 | TOKUSHIGE, Noboru | |||||
別言語の著者 | ||||||
姓名 | HAMADA, Junichi | |||||
言語 | ||||||
言語 | jpn | |||||
資源タイプ | ||||||
資源タイプ識別子 | http://purl.org/coar/resource_type/c_6501 | |||||
資源タイプ | departmental bulletin paper | |||||
要約(Abstract) | ||||||
内容記述タイプ | Other | |||||
内容記述 | In the ordinary binary Hopfield's Net, the neuron selected by random number changes its state asynchronously (We call this the ''random method''). The performance of this network is very low. In order to improve this low convergence, we change the order of application of Hopfeild's transition rule. In our method, the neuron changes its state in descending order of the contribution of neuron to energy decrease (We call this the ''ordered method''). By several numerical simulations it is verified that the convergency in the ordered method is higher than that in the random method in almost all cases. In order to realize this new method we need to compute the amount of energy decrease resulting from the state transition. But the amount of this additional computation is negligiblly small if we compute the difference in the energy decrease resulting from the transition of each neuron. | |||||
収録雑誌名 |
鹿児島大学工学部研究報告 巻 34, p. 23-31 |
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作成日 | ||||||
日付 | 1992-09-01 | |||||
ISSN | ||||||
収録物識別子タイプ | ISSN | |||||
ISSN | 0451212X | |||||
NII書誌ID(雑誌) | ||||||
収録物識別子タイプ | NCID | |||||
NC ID | AN00040363 | |||||
出版タイプ | ||||||
出版タイプ | VoR | |||||
出版タイプResource | http://purl.org/coar/version/c_970fb48d4fbd8a85 | |||||
NDC | ||||||
主題Scheme | NDC | |||||
主題 | 410 | |||||
公開者・出版者 | ||||||
出版者 | 鹿児島大学 | |||||
公開者よみ | ||||||
公開者よみ | カゴシマ ダイガク | |||||
公開者別名 | ||||||
公開者別名 | Kagoshima University |