@inbook{050efa3106584de5ae322e02a5f9f1ca,

title = "Analysis of Limit-Cycles on Neural Networks with Asymmetrical Cyclic Connections Using Approximately Activation Functions",

abstract = "We analyze the limit-cycles generated on the neural network with asymmetrical cyclic connections in continuous-time model. We analytically obtain the relations between the period of these limit-cycles and various parameters in the network using two kinds of approximately activation function, linear and high-gain limit. From consideration of these results, nonlinear characteristics appears to produce the region of attraction to the solution that has a main single-frequency component in various solution space that consists of the superposed solutions of the linear approximation,",

author = "Shinya Suenaga and Yoshihiro Hayakawa and Koji Nakajima",

year = "2004",

month = jan,

day = "1",

doi = "10.1007/978-3-540-30132-5_131",

language = "English",

isbn = "9783540301325",

series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",

publisher = "Springer Verlag",

pages = "974--980",

editor = "Negoita, {Mircea Gh.} and Howlett, {Robert J.} and Jain, {Lakhmi C.}",

booktitle = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",

}