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Classification functions of chaotic pulse-coupled networks

Classification functions of chaotic pulse-coupled networks. Hidehiro Nakano and Toshimichi Saito Electronics, Electrical and Computer Engineering Hosei University, Japan. Introduction. Pulse-Coupled Network (PCN). IFO: Integrate-and-Fire Oscillator. Relate to neural network.

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Classification functions of chaotic pulse-coupled networks

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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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