Experimental stability analysis of neural networks in classification problems with confidence sets for persistence diagrams

Neural Networks ◽

10.1016/j.neunet.2021.05.007 ◽

2021 ◽

Author(s):

Naoki Akai ◽

Takatsugu Hirayama ◽

Hiroshi Murase

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Classification Problems ◽

Confidence Sets ◽

Persistence Diagrams

Download Full-text

Critical clearing time prediction by neural networks in power system transient stability analysis

3rd International Conference on Advances in Power System Control, Operation and Management (APSCOM 95) ◽

10.1049/cp:19951271 ◽

1995 ◽

Author(s):

Kunsong Huang

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Power System ◽

Transient Stability ◽

Time Prediction ◽

Clearing Time ◽

Transient Stability Analysis

Download Full-text

An Overview of the Stability Analysis of Recurrent Neural Networks With Multiple Equilibria

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2021.3105519 ◽

2021 ◽

pp. 1-14

Author(s):

Peng Liu ◽

Jun Wang ◽

Zhigang Zeng

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Recurrent Neural Networks ◽

Multiple Equilibria ◽

Download Full-text

Stability analysis of nontrivial stationary solution and constant equilibrium point of reaction-diffusion neural networks with time delays under Dirichlet zero boundary value

Neurocomputing ◽

10.1016/j.neucom.2021.02.064 ◽

2021 ◽

Author(s):

Ruofeng Rao ◽

Jialin Huang ◽

Xiaodi Li

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Equilibrium Point ◽

Stationary Solution ◽

Time Delays ◽

Boundary Value ◽

Reaction Diffusion ◽

Constant Equilibrium

Download Full-text

Stability analysis of high order neural networks with proportional delays

Neurocomputing ◽

10.1016/j.neucom.2019.09.019 ◽

2020 ◽

Vol 372 ◽

pp. 33-39 ◽

Author(s):

Wenqi Shen ◽

Xian Zhang ◽

Yantao Wang

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Proportional Delays

Download Full-text

Stability analysis in Lagrange sense for a class of BAM neural networks of neutral type with multiple time-varying delays

Neurocomputing ◽

10.1016/j.neucom.2014.07.041 ◽

2015 ◽

Vol 149 ◽

pp. 930-939 ◽

Author(s):

Jigui Jian ◽

Baoxian Wang

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Neutral Type ◽

Multiple Time ◽

Time Varying ◽

Bam Neural Networks

Download Full-text

Comparing the performance of different neural networks for binary classification problems

2009 Eighth International Symposium on Natural Language Processing ◽

10.1109/snlp.2009.5340935 ◽

2009 ◽

Author(s):

P. Jeatrakul ◽

K.W. Wong

Keyword(s):

Neural Networks ◽

Binary Classification ◽

Classification Problems

Download Full-text

Stability analysis for discrete delayed Markovian jumping neural networks with partly unknown transition probabilities

Neurocomputing ◽

10.1016/j.neucom.2011.06.029 ◽

2011 ◽

Vol 74 (18) ◽

pp. 3768-3772 ◽

Author(s):

Y. Lu ◽

W. Ren ◽

S. Yi ◽

Y. Zuo

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Transition Probabilities ◽

Markovian Jumping ◽

Partly Unknown Transition Probabilities

Download Full-text

Input-to-state stability analysis of impulsive stochastic neural networks based on average impulsive interval

2015 34th Chinese Control Conference (CCC) ◽

10.1109/chicc.2015.7259904 ◽

2015 ◽

Author(s):

Fengqi Yao ◽

Jinde Cao ◽

Li Qiu ◽

Pei Cheng

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Stochastic Neural Networks ◽

Average Impulsive Interval

Download Full-text

Stability analysis for neural networks with time-varying delay: A more general delay decomposition approach

Neurocomputing ◽

10.1016/j.neucom.2009.10.005 ◽

2010 ◽

Vol 73 (4-6) ◽

pp. 853-857 ◽

Author(s):

Yonggang Chen ◽

Weiping Bi ◽

Wenlin Li

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Time Varying ◽

Decomposition Approach ◽

Time Varying Delay ◽

Delay Decomposition Approach ◽

Varying Delay ◽

Delay Decomposition

Download Full-text

Stability analysis of stochastic Markovian switching static neural networks with asynchronous mode-dependent delays

Neurocomputing ◽

10.1016/j.neucom.2014.10.009 ◽

2015 ◽

Vol 151 ◽

pp. 864-872 ◽

Author(s):

Huasheng Tan ◽

Mingang Hua ◽

Junfeng Chen ◽

Juntao Fei

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Markovian Switching ◽

Asynchronous Mode ◽

Static Neural Networks

Download Full-text