HUSCAP logo Hokkaido Univ. logo

Hokkaido University Collection of Scholarly and Academic Papers >
Research Center for Integrated Quantum Electronics >
Peer-reviewed Journal Articles, etc >

Boltzmann machine neuron circuit using single-electron tunneling

Files in This Item:
APL70-5.pdf92.41 kBPDFView/Open
Please use this identifier to cite or link to this item:

Title: Boltzmann machine neuron circuit using single-electron tunneling
Authors: Akazawa, Masamichi1 Browse this author →KAKEN DB
Amemiya, Yoshihito Browse this author →KAKEN DB
Authors(alt): 赤澤, 正道1
Issue Date: 3-Feb-1997
Publisher: American Institute of Physics
Journal Title: Applied Physics Letters
Volume: 70
Issue: 5
Start Page: 670
End Page: 672
Publisher DOI: 10.1063/1.118329
Abstract: 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
Type: article
Appears in Collections:量子集積エレクトロニクス研究センター (Research Center for Integrated Quantum Electronics) > 雑誌発表論文等 (Peer-reviewed Journal Articles, etc)

Submitter: 赤澤 正道

Export metadata:

OAI-PMH ( junii2 , jpcoar_1.0 )

MathJax is now OFF:


 - Hokkaido University