Design of Four-wave Oscillating Cellular-Neural-Network

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概要

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• This paper proposes a method to analyze the behavior of the oscillating CNN (Cellular-Neural-Networks), and develops a way to design this system of Four-waves. After investigating the behaviors of the CNN cells, it provides a simplified model named One-cell model to calculate the frequency and the amplitude of the oscillating wave. And it finds a way to make CNN cells synchronized with fewer sub-harmonics. Then a method is presented to design the four-wave CNN array. Some corresponding simulation results are present to demonstrate the consistence between the results calculated mathematically and those simulated with SPICE. Simulation results on the designed 32×32 CNN array demonstrates that the designed system can synchronize well with four waves.

著者

• Liang Feng

  Dept. of Microelectronics, School of Electronics & Information, Xi'an Jiao Tong University

• Lei Shaochong

  Dept. of Microelectronics, School of Electronics & Information, Xi'an Jiao Tong University

• Tanaka Mamoru

  Dept. of Electrical & Electronics Engineering, Sophia University

• Zhang Guohe

  Dept. of Microelectronics, School of Electronics & Information, Xi'an Jiao Tong University

• Kumar Basnet

  Hitachi Global Storage Technologies Japan, Ltd.

関連論文

• Controlling Initial State of Cooperative and Competitive Cellular Neural Networks
• CNN with Multi-Level Hysteresis Quantization Output
• Design of Four-wave Oscillating Cellular-Neural-Network

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