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Paper Abstract and Keywords
Presentation 2017-01-26 13:10
An Array of Pulse-Coupled Spin Torque Nano Oscillators and Its Application to Neuromorphic Computing
Kazuki Nakada (Hiroshima City Univ.), Keiji Miura (Kwansei Gakuin Univ.) NLP2016-103
Abstract (in Japanese) (See Japanese page) 
(in English) In this report, we present an array of pulse-coupled spin torque nano oscillators (STNOs) as a novel physical implementation of coupled phase oscillators for neuromorphic computing. First, we describe the dynamical properties of a fully pulse-coupled STNOs and explain their phase description. Next, we demonstrate the system dynamics of the pulse-coupled STNOs with both static and dynamic synapses through numerical simulations. Consequently, various cooperative phenomena, such as synchronous, clustered, and coherent states, can be observed depending on synaptic interactions among the STNOs. Finally, we discuss neuromorphic applications of such cooperative phenomena and possible implementation of dynamic synapse for the pulse-coupled STNOs.
Keyword (in Japanese) (See Japanese page) 
(in English) Spin torque nano oscillators (STNOs) / Coupled phase oscillators / Cooperative phenomena / Synchronous states / Clustered states / Coherent states / Dynamic synapses /  
Reference Info. IEICE Tech. Rep., vol. 116, no. 423, NLP2016-103, pp. 37-42, Jan. 2017.
Paper # NLP2016-103 
Date of Issue 2017-01-19 (NLP) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380
Copyright
and
reproduction
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
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Conference Information
Committee NC NLP  
Conference Date 2017-01-26 - 2017-01-27 
Place (in Japanese) (See Japanese page) 
Place (in English) Kitakyushu Foundation for the Advanement of Ind. Sci. and Tech. 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Implementation of Neuro Computing,Analysis and Modeling of Human Science, etc 
Paper Information
Registration To NLP 
Conference Code 2017-01-NC-NLP 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) An Array of Pulse-Coupled Spin Torque Nano Oscillators and Its Application to Neuromorphic Computing 
Sub Title (in English)  
Keyword(1) Spin torque nano oscillators (STNOs)  
Keyword(2) Coupled phase oscillators  
Keyword(3) Cooperative phenomena  
Keyword(4) Synchronous states  
Keyword(5) Clustered states  
Keyword(6) Coherent states  
Keyword(7) Dynamic synapses  
Keyword(8)  
1st Author's Name Kazuki Nakada  
1st Author's Affiliation Hiroshima City University (Hiroshima City Univ.)
2nd Author's Name Keiji Miura  
2nd Author's Affiliation Kwansei Gakuin Universiy (Kwansei Gakuin Univ.)
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Speaker
Date Time 2017-01-26 13:10:00 
Presentation Time 25 
Registration for NLP 
Paper # IEICE-NLP2016-103 
Volume (vol) IEICE-116 
Number (no) no.423 
Page pp.37-42 
#Pages IEICE-6 
Date of Issue IEICE-NLP-2017-01-19 


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