Multi-Phase Synchronization Phenomena in a Ring-Coupled System of Digital Spiking Neurons
Summary :
This paper studies synchronization phenomena in a ring-coupled system of digital spiking neurons. The neuron consists of two shift registers connected by a wiring circuit and can generate various spike-trains. Applying a spike based connection, the ring-coupled system is constructed. The ring-coupled system can generate multi-phase synchronization phenomena of various periodic spike-trains. Using a simple dynamic model, existence and stability of the synchronization phenomena are analyzed. Presenting a FPGA based test circuit, typical synchronization phenomena are confirmed experimentally.
- Publication
- IEICE TRANSACTIONS on Fundamentals Vol.E102-A No.1 pp.235-241
- Publication Date
- 2019/01/01
- Publicized
- Online ISSN
- 1745-1337
- DOI
- 10.1587/transfun.E102.A.235
- Type of Manuscript
- PAPER
- Category
- Nonlinear Problems
Authors
Hiroaki UCHIDA
the Hosei University
Toshimichi SAITO
the Hosei University
Keyword
Latest Issue
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Hiroaki UCHIDA, Toshimichi SAITO, "Multi-Phase Synchronization Phenomena in a Ring-Coupled System of Digital Spiking Neurons" in IEICE TRANSACTIONS on Fundamentals,
vol. E102-A, no. 1, pp. 235-241, January 2019, doi: 10.1587/transfun.E102.A.235.
Abstract: This paper studies synchronization phenomena in a ring-coupled system of digital spiking neurons. The neuron consists of two shift registers connected by a wiring circuit and can generate various spike-trains. Applying a spike based connection, the ring-coupled system is constructed. The ring-coupled system can generate multi-phase synchronization phenomena of various periodic spike-trains. Using a simple dynamic model, existence and stability of the synchronization phenomena are analyzed. Presenting a FPGA based test circuit, typical synchronization phenomena are confirmed experimentally.
URL: https://global.ieice.org/en_transactions/fundamentals/10.1587/transfun.E102.A.235/_p
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@ARTICLE{e102-a_1_235,
author={Hiroaki UCHIDA, Toshimichi SAITO, },
journal={IEICE TRANSACTIONS on Fundamentals},
title={Multi-Phase Synchronization Phenomena in a Ring-Coupled System of Digital Spiking Neurons},
year={2019},
volume={E102-A},
number={1},
pages={235-241},
abstract={This paper studies synchronization phenomena in a ring-coupled system of digital spiking neurons. The neuron consists of two shift registers connected by a wiring circuit and can generate various spike-trains. Applying a spike based connection, the ring-coupled system is constructed. The ring-coupled system can generate multi-phase synchronization phenomena of various periodic spike-trains. Using a simple dynamic model, existence and stability of the synchronization phenomena are analyzed. Presenting a FPGA based test circuit, typical synchronization phenomena are confirmed experimentally.},
keywords={},
doi={10.1587/transfun.E102.A.235},
ISSN={1745-1337},
month={January},}
Copy
TY - JOUR
TI - Multi-Phase Synchronization Phenomena in a Ring-Coupled System of Digital Spiking Neurons
T2 - IEICE TRANSACTIONS on Fundamentals
SP - 235
EP - 241
AU - Hiroaki UCHIDA
AU - Toshimichi SAITO
PY - 2019
DO - 10.1587/transfun.E102.A.235
JO - IEICE TRANSACTIONS on Fundamentals
SN - 1745-1337
VL - E102-A
IS - 1
JA - IEICE TRANSACTIONS on Fundamentals
Y1 - January 2019
AB - This paper studies synchronization phenomena in a ring-coupled system of digital spiking neurons. The neuron consists of two shift registers connected by a wiring circuit and can generate various spike-trains. Applying a spike based connection, the ring-coupled system is constructed. The ring-coupled system can generate multi-phase synchronization phenomena of various periodic spike-trains. Using a simple dynamic model, existence and stability of the synchronization phenomena are analyzed. Presenting a FPGA based test circuit, typical synchronization phenomena are confirmed experimentally.
ER -
English
