A Multi-dimensional Binary Search Calculation of the Neuron Model
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- CHUJO Naoya
- Toyota Central R&D Labs., Inc.
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- KUROYANAGI Susumu
- Nagoya Institute of Technology
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- DOKI Shinji
- Mie University
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- OKUMA Shigeru
- Nagoya University
Bibliographic Information
- Other Title
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- 多次元二分探索に基づくニューロン演算法
- 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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Description
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.
Journal
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- IEEJ Transactions on Electronics, Information and Systems
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IEEJ Transactions on Electronics, Information and Systems 121 (2), 315-322, 2001
The Institute of Electrical Engineers of Japan
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Keywords
Details 詳細情報について
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- CRID
- 1390282679587108608
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- NII Article ID
- 130006845459
- 10007790544
- 10005317345
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- NII Book ID
- AN10065950
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- ISSN
- 13488155
- 03854221
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- NDL BIB ID
- 5657185
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- Data Source
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- JaLC
- NDL
- Crossref
- CiNii Articles
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- Abstract License Flag
- Disallowed