Research Article
Synchronization in Finite Time of Fuzzy Neural Networks with Hybrid Delays and Uncertain Nonlinear Perturbations
Table 1
The meanings of sets, parameters, and vectors.
| | Meaning |
| Set | | | The set of all the real numbers | | The set of all positive real numbers | | The set of all n-dimensional real vectors |
| Vector | | | The state vector of neurons in the drive system at time | | The state vector of neurons in the response system at time | | The state vector of neurons in the error system at time | | Control input | | The nonlinear vector contains parametric perturbations and other external disturbances |
| Parameters | | n | The number of neurons in networks | | The positive constant | | Connection weight of the feedback template | | Connection weight of the feed-forward template | | The elements of the fuzzy feed-forward MIN/MAX template | | The elements of the discrete fuzzy feedback MIN/MAX template | | The elements of the distributed fuzzy feedback MIN/MAX template | | Fuzzy AND/OR operation | | Input and bias of the th neuron | | The discrete time-varying delays | | The distributed time-varying delays | | The activation functions of the th neuron |
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