Application of CNN Algorithm Based on Chaotic Recursive Diagonal Model in Medical Image Processing

Retracted: Application of CNN Algorithm Based on Chaotic Recursive Diagonal Model in Medical Image Processing

[This retracts the article DOI: 10.1155/2021/6168562.].

FPGA-Based Implementation and Synchronization Design of a New Five-Dimensional Hyperchaotic System

Considering the security of a communication system, designing a high-dimensional complex chaotic system suitable for chaotic synchronization has become a key problem in chaotic secure communication. In this paper, a new 5-D hyperchaotic system with high order nonlinear terms was constructed and proved to be hyperchaotic by dynamical characterization characteristics, the maximum Lyapunov exponent was close to 2, and there was a better permutation entropy index, while a valid chaotic sequence could be generated in three cycles in the FPGA (Field Programmable Gate Array)-based implementation. A multivariable nonlinear feedback synchronous controller based on FPGA was proposed to design and implement synchronization of high order complex hyperchaotic systems. The results show that the error signal converged to 0 rapidly under the effect of the nonlinear feedback synchronous controller. This lays the foundation for the synchronization of high order complex chaotic systems.