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Chaotic Pulse-Coupled Networks: Functions and Applications

Explore the classifications of chaotic pulse-coupled networks and their functions, from integrate-and-fire oscillators to image segmentation and grouping phenomena. Learn about the different synchronous behaviors and engineering applications in this innovative field. Simulation results for lattice and ladder configurations are discussed, shedding light on the potential of pulse-coupled networks in various domains.

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Chaotic Pulse-Coupled Networks: Functions and Applications

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  1. Classification functions of chaotic pulse-coupled networks Hidehiro Nakano and Toshimichi Saito Electronics, Electrical and Computer EngineeringHosei University, Japan

  2. Introduction Pulse-Coupled Network (PCN) IFO: Integrate-and-Fire Oscillator • Relate to neural network • Various synchronous phenomena [3] R.E.Mirollo et al. 1990 [4] E.Catsigeras et al. 1990 • Engineering applications Associate memory [5] E.M.Izhikevich 1999 [6] G.Lee et al. 2002 Image processing [8] S.R.Campbell et al. 1999 PCN of chaotic oscillators: phenomena ? applications ?

  3. Chaos SYN (2-cells CPCN)

  4. SYN Breakdown (2-cells CPCN)

  5. Grouping SYN (4-cells Ladder CPCN)

  6. Oscillator Index Simulation Results for Lattice CPCN

  7. Simulation Results Grouping Group index

  8. Image segmentation

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