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
본 보고서에서는 한계주기 생성을 위한 신경망 설계 방법에 대해 설명합니다. 첫째, 선형 부등식에 의해 주어지는 시냅스 가중치에 대한 제약 조건은 신경망의 역학으로부터 도출됩니다. 다음으로 선형 계획법을 사용하여 선형 부등식을 해결합니다. 시냅스 가중치와 기타 매개변수는 위의 솔루션에 의해 결정됩니다. 또한 신경 기반 한계 사이클 생성기는 아날로그 전자 회로로 설계되고 Spice로 시뮬레이션됩니다. 마지막으로 우리는 우리의 설계 방법이 신경 기반 한계주기 생성기 설계에 효율적이고 실용적임을 확인합니다.
The copyright of the original papers published on this site belongs to IEICE. Unauthorized use of the original or translated papers is prohibited. See IEICE Provisions on Copyright for details.
부
Teru YONEYAMA, Hiroshi NINOMIYA, Hideki ASAI, "Design Method of Neural Networks for Limit Cycle Generator by Linear Programming" in IEICE TRANSACTIONS on Fundamentals,
vol. E84-A, no. 2, pp. 688-692, February 2001, doi: .
Abstract: In this report, a design method of neural networks for limit cycle generator is described. First, the constraint conditions for the synaptic weights, which are given by the linear inequalities, are derived from the dynamics of neural networks. Next, the linear inequalities are solved by the linear programming method. The synaptic weights and other parameters are determined by the above solutions. Furthermore, neuro-based limit cycle generator is designed with analog electronic circuits and simulated by Spice. Finally, we confirm that our design method is efficient and practical for the design of neuro-based limit cycle generator.
URL: https://global.ieice.org/en_transactions/fundamentals/10.1587/e84-a_2_688/_p
부
@ARTICLE{e84-a_2_688,
author={Teru YONEYAMA, Hiroshi NINOMIYA, Hideki ASAI, },
journal={IEICE TRANSACTIONS on Fundamentals},
title={Design Method of Neural Networks for Limit Cycle Generator by Linear Programming},
year={2001},
volume={E84-A},
number={2},
pages={688-692},
abstract={In this report, a design method of neural networks for limit cycle generator is described. First, the constraint conditions for the synaptic weights, which are given by the linear inequalities, are derived from the dynamics of neural networks. Next, the linear inequalities are solved by the linear programming method. The synaptic weights and other parameters are determined by the above solutions. Furthermore, neuro-based limit cycle generator is designed with analog electronic circuits and simulated by Spice. Finally, we confirm that our design method is efficient and practical for the design of neuro-based limit cycle generator.},
keywords={},
doi={},
ISSN={},
month={February},}
부
TY - JOUR
TI - Design Method of Neural Networks for Limit Cycle Generator by Linear Programming
T2 - IEICE TRANSACTIONS on Fundamentals
SP - 688
EP - 692
AU - Teru YONEYAMA
AU - Hiroshi NINOMIYA
AU - Hideki ASAI
PY - 2001
DO -
JO - IEICE TRANSACTIONS on Fundamentals
SN -
VL - E84-A
IS - 2
JA - IEICE TRANSACTIONS on Fundamentals
Y1 - February 2001
AB - In this report, a design method of neural networks for limit cycle generator is described. First, the constraint conditions for the synaptic weights, which are given by the linear inequalities, are derived from the dynamics of neural networks. Next, the linear inequalities are solved by the linear programming method. The synaptic weights and other parameters are determined by the above solutions. Furthermore, neuro-based limit cycle generator is designed with analog electronic circuits and simulated by Spice. Finally, we confirm that our design method is efficient and practical for the design of neuro-based limit cycle generator.
ER -