Design of Four-wave Oscillating Cellular-Neural-Network

作者：Zhang Guohe; Lei Shaochong^*; Liang Feng; Tanaka Mamoru; Kumar Basnet Ganesh

来源：IEICE Electronics Express, 2011, 8(12): 944-949.

DOI：10.1587/elex.8.944

• Cellular-Neural-Networks
• Four-wave
• synchronization

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 x 32 CNN array demonstrates that the designed system can synchronize well with four waves.

• 出版日期2011-6-25
• 单位西安交通大学