지원사업
학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
커뮤니티
연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 한국지능시스템학회 INTERNATIONAL JOURNAL of FUZZY LOGIC and INTELLIGENT SYSTEMS INTERNATIONAL JOURNAL of FUZZY LOGIC and INTELLIGENT SYSTEMS Vol.7 No.4
- 발행연도
- 2007.12
- 수록면
- 242 - 248 (7page)
이용수
초록· 키워드
오류제보하기
This paper analyzes on the chaos characteristics of the chaotic neural networks and presents the convergence condition. Although the transient chaos of neural network sould be beneficial to overcome the local minimum problem and speed up the learning, the permanent chaotic response gives adverse effect on optimization problems and makes neural network unstable in general. This paper investigates the dynamic characteristics of the chaotic neural networks with the chaotic dynamic neuron, and presents the convergence condition for stabilizing the chaotic neural networks.
목차
Abstract
1. Introduction
2. Chaotic Neuron Models
3. Convergence and Stability of Chaotic Dynamic Neural Networks
4. Conclusion
References
참고문헌 (0)
참고문헌 신청함께 읽어보면 좋을 논문
논문 유사도에 따라 DBpia 가 추천하는 논문입니다. 함께 보면 좋을 연관 논문을 확인해보세요!
-
Chaotic System Control Considering Edge of Chaos Using Neural Network
제어로봇시스템학회 국제학술대회 논문집
2002 .10
-
Identification and Control of Nonlinear System Using Chaotic Neural Network (Ⅱ)
ICONIP : International Conference On Neural Information Processing
1994 .01
-
A Parallel Algorithm for Global Optimization Using Chaotic Neural Network
ITC-CSCC :International Technical Conference on Circuits Systems, Computers and Communications
1998 .01
-
A study on the Adaptive Controller with Chaotic Dynamic Neural Networks
INTERNATIONAL JOURNAL of FUZZY LOGIC and INTELLIGENT SYSTEMS
2007 .12
-
Memory Search by Matching Features in Chaotic Neural Network
ICONIP : International Conference On Neural Information Processing
1994 .01
-
Memory Search by Matching Features in Chaotic Neural Network
ICONIP : International Conference On Neural Information Processing
1994 .01
-
Speech Recognition Using Chaotic Recurrent Neural Network
ICONIP : International Conference On Neural Information Processing
1994 .01
-
Identification and Control of Nonlinear System Using Chaotic Neural Networks
JTC-CSCC : Joint Technical Conference on Circuits Systems, Computers and Communications
1994 .01
-
Modeling and Prediction for Chaotic Time Series using Rational Function Neural Network
ITC-CSCC :International Technical Conference on Circuits Systems, Computers and Communications
2003 .07
-
A Study on Feedback Control and Development of chaotic Analysis Simulator for Chaotic Nonlinear Dynamic Systems
대한전기학회 학술대회 논문집
1996 .11
-
The Modeling of Chaotic Nonlinear System Using Wavelet Based Fuzzy Neural Network
제어로봇시스템학회 국제학술대회 논문집
2004 .08
-
Direct Adaptive Control of Chaotic Systems Using a Wavelet Neural Network
대한전기학회 학술대회 논문집
2003 .07
-
Stable Intelligent Control of Chaotic Systems via Wavelet Neural Network
제어로봇시스템학회 국제학술대회 논문집
2003 .10
-
Chaotic neuron을 이용한 순환신경회로망에서의 학습 ( Learning on the Recurrent Neural Networks with Chaotic Neuron )
대한전자공학회 학술대회
1993 .01
-
Chaotic 동역학 시스템의 모델 추종 궤환제어에 관한 연구
대한전자공학회 학술대회
1995 .06
-
Implementation of Chaotic State Machine using Deterministic Chaos Function
Journal of Electrical Engineering and Information Science
1998 .04
-
Analysis of Chaotic Time Series
대한전자공학회 학술대회
1994 .01
-
Chaotic 동역학 시스템의 모델 추종 궤환제어에 관한 연구 ( A Study on Model-following Feedback Control for Chaotic Dynamic Systems )
대한전자공학회 학술대회
1995 .07
-
Mill Load Control System Based on Chaotic Particle Swarm Neural Network
제어로봇시스템학회 국제학술대회 논문집
2016 .10
-
Stable Predictive Control of Chaotic Systems Using Self-Recurrent Wavelet Neural Network
International Journal of Control Automation and Systems
2005 .03
이 논문의 저자 정보
최근 본 자료
댓글(0)
0
UCI(KEPA) : I410-ECN-0101-2009-028-014860110