HUSCAP logo Hokkaido Univ. logo

Hokkaido University Collection of Scholarly and Academic Papers >
量子集積エレクトロニクス研究センター  >
雑誌発表論文等  >

Boltzmann machine neuron circuit using single-electron tunneling

APL70-5.pdf92.41 kBPDF見る/開く

タイトル: Boltzmann machine neuron circuit using single-electron tunneling
著者: Akazawa, Masamichi 著作を一覧する
Amemiya, Yoshihito 著作を一覧する
発行日: 1997年 2月 3日
出版者: American Institute of Physics
誌名: Applied Physics Letters
巻: 70
号: 5
開始ページ: 670
終了ページ: 672
出版社 DOI: 10.1063/1.118329
抄録: The inherent stochastic character of single-electron tunneling can be effectively utilized for creating novel electronic circuits having high-level functions. As a sample application, we present a stochastic-response circuit for implementing Boltzmann machine neurons. The circuit consists of a single-electron circuit operating under unstable conditions. It can produce an output of a random 1–0 bit stream with the probability for an output of 1 controlled by an input signal—a task that is difficult for conventional circuits using ordinary electronic devices.
Rights: Copyright © 1997 American Institute of Physics
Relation (URI):
資料タイプ: article
出現コレクション:雑誌発表論文等 (Peer-reviewed Journal Articles, etc)

提供者: 赤澤 正道


本サイトに関するご意見・お問い合わせは repo at へお願いします。 - 北海道大学