The original paper is in English. Non-English content has been machine-translated and may contain typographical errors or mistranslations. ex. Some numerals are expressed as "XNUMX".
Copyrights notice
The original paper is in English. Non-English content has been machine-translated and may contain typographical errors or mistranslations. Copyrights notice
디지털 스파이킹 뉴런은 레지스터 간의 배선 패턴을 조정하여 다양한 스파이크 패턴을 갖는 스파이크 트레인을 생성할 수 있는 시프트 레지스터의 유선 시스템입니다. 초광대역 임펄스 라디오에서 영감을 받아 인공 펄스 결합 신경망에서 스파이크 패턴 분할 다중 통신에 적용하기 위한 뉴런의 새로운 이론적 합성 방법이 제시됩니다. 또한 더 나은 의사소통 성능 구현을 위한 새로운 뉴런의 휴리스틱 학습 알고리즘을 제시한다. 또한 기존 임펄스 무선 시퀀스 설계 방법과의 근본적인 비교도 제공됩니다.
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Tetsuro IGUCHI, Akira HIRATA, Hiroyuki TORIKAI, "Theoretical and Heuristic Synthesis of Digital Spiking Neurons for Spike-Pattern-Division Multiplexing" in IEICE TRANSACTIONS on Fundamentals,
vol. E93-A, no. 8, pp. 1486-1496, August 2010, doi: 10.1587/transfun.E93.A.1486.
Abstract: A digital spiking neuron is a wired system of shift registers that can generate spike-trains having various spike patterns by adjusting the wiring pattern between the registers. Inspired by the ultra-wideband impulse radio, a novel theoretical synthesis method of the neuron for application to spike-pattern division multiplex communications in an artificial pulse-coupled neural network is presented. Also, a novel heuristic learning algorithm of the neuron for realization of better communication performances is presented. In addition, fundamental comparisons to existing impulse radio sequence design methods are given.
URL: https://global.ieice.org/en_transactions/fundamentals/10.1587/transfun.E93.A.1486/_p
부
@ARTICLE{e93-a_8_1486,
author={Tetsuro IGUCHI, Akira HIRATA, Hiroyuki TORIKAI, },
journal={IEICE TRANSACTIONS on Fundamentals},
title={Theoretical and Heuristic Synthesis of Digital Spiking Neurons for Spike-Pattern-Division Multiplexing},
year={2010},
volume={E93-A},
number={8},
pages={1486-1496},
abstract={A digital spiking neuron is a wired system of shift registers that can generate spike-trains having various spike patterns by adjusting the wiring pattern between the registers. Inspired by the ultra-wideband impulse radio, a novel theoretical synthesis method of the neuron for application to spike-pattern division multiplex communications in an artificial pulse-coupled neural network is presented. Also, a novel heuristic learning algorithm of the neuron for realization of better communication performances is presented. In addition, fundamental comparisons to existing impulse radio sequence design methods are given.},
keywords={},
doi={10.1587/transfun.E93.A.1486},
ISSN={1745-1337},
month={August},}
부
TY - JOUR
TI - Theoretical and Heuristic Synthesis of Digital Spiking Neurons for Spike-Pattern-Division Multiplexing
T2 - IEICE TRANSACTIONS on Fundamentals
SP - 1486
EP - 1496
AU - Tetsuro IGUCHI
AU - Akira HIRATA
AU - Hiroyuki TORIKAI
PY - 2010
DO - 10.1587/transfun.E93.A.1486
JO - IEICE TRANSACTIONS on Fundamentals
SN - 1745-1337
VL - E93-A
IS - 8
JA - IEICE TRANSACTIONS on Fundamentals
Y1 - August 2010
AB - A digital spiking neuron is a wired system of shift registers that can generate spike-trains having various spike patterns by adjusting the wiring pattern between the registers. Inspired by the ultra-wideband impulse radio, a novel theoretical synthesis method of the neuron for application to spike-pattern division multiplex communications in an artificial pulse-coupled neural network is presented. Also, a novel heuristic learning algorithm of the neuron for realization of better communication performances is presented. In addition, fundamental comparisons to existing impulse radio sequence design methods are given.
ER -