Title :
Stability and dynamics of delay-type general and cellular neural networks
Author :
Roska, Tamás ; Wu, Chai Wah ; Balsi, Marco ; Chua, Leon O.
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., California Univ., Berkeley, CA, USA
fDate :
6/1/1992 12:00:00 AM
Abstract :
Several stability results and additional properties of the delay-type neural network and cellular network dynamics are proved. As a typical example, it is proved that if the feedback and delayed feedback matrices are nonnegative and their sum is irreducible, then the neural network is stable
Keywords :
cellular arrays; delay circuits; feedback; matrix algebra; neural nets; stability; cellular neural networks; delay-type; delayed feedback matrices; stability; Active filters; Cellular neural networks; Differential amplifiers; Laboratories; Latches; Neural networks; Neurofeedback; Solid state circuits; Stability; Transfer functions;
Journal_Title :
Circuits and Systems I: Fundamental Theory and Applications, IEEE Transactions on
