書誌事項
- タイトル別名
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- A Multi-dimensional Binary Search Calculation of the Neuron Model
- タジゲン 2ブン タンサク ニ モトヅク ニューロン エンザンホウ
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説明
Artificial Neural Networks (ANN) have potential of the parallel processing by the integrated circuit tech-nology. Recently, over one million gates are available by the latest FPGA (Field Programmable Gate Array). However, the sum-of-product circuit used for evaluating inputs of neurons is complex and not effective for hardware implementation by FPGAs. In this paper, an improved calculation algorithm of the neuron model is proposed, which is based on the multi-dimensional binary search. Since the search does not need the sum-of-product circuit, the designed neuron circuit is small and fast. It is suitable for hardware implementation.
収録刊行物
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- 電気学会論文誌C(電子・情報・システム部門誌)
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電気学会論文誌C(電子・情報・システム部門誌) 121 (2), 315-322, 2001
一般社団法人 電気学会
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詳細情報 詳細情報について
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- CRID
- 1390282679587108608
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- NII論文ID
- 130006845459
- 10007790544
- 10005317345
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- NII書誌ID
- AN10065950
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- ISSN
- 13488155
- 03854221
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- NDL書誌ID
- 5657185
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- データソース種別
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- NDL
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