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    • 81. 发明授权
    • Cellular neural network
    • 细胞神经网络
    • US5140670A
    • 1992-08-18
    • US417728
    • 1989-10-05
    • Leon O. ChuaLin Yang
    • Leon O. ChuaLin Yang
    • G06N3/04G06N3/063G06T1/40
    • G06N3/0635G06N3/04
    • A novel class of information-processing systems called a cellular neural network is discussed. Like a neural network, it is a large-scale nonlinear analog circuit which processes signals in real time. Like cellular automata, it is made of a massive aggregate of regularly spaced circuit clones, called cells, which communicate with each other directly only through its nearest neighbors. Each cell is made of a linear capacitor, a nonlinear voltage-controlled current source, and a few resistive linear circuit elements. Cellular neural networks share the best features of both worlds; its continuous time feature allows real-time signal processing found within the digital domain and its local interconnection feature makes it tailor made for VLSI implementation. Cellular neural networks are uniquely suited for high-speed parallel signal processing.
    • 讨论了一类称为细胞神经网络的信息处理系统。 像神经网络一样,它是一个实时处理信号的大规模非线性模拟电路。 像细胞自动机一样,它由大量的规则间隔的电路克隆组成,称为单元,其仅通过其最近的邻居直接相互通信。 每个单元由线性电容器,非线性压控电流源和少数电阻线性电路元件组成。 细胞神经网络共享两个世界的最佳特征; 其连续的时间特征允许在数字域内发现实时信号处理,并且其本地互连功能使其适合VLSI实现。 蜂窝神经网络独特地适用于高速并行信号处理。