三阶局域互联神经网络的关联存储

Three-order Locally Interconnected Neural Network for Associative Memory.

该文将局域互联神经网络的概念推广到三阶的情况，并对三阶局域互联神经网络的关联存储特性进行了计算机模拟。结果表明，与传统的三阶全局互联神经网络相比，三阶局域网的互联权重矩阵大大减小了，同时基本保持原有的全局关联存储能力，故更具实际应用价值。

The concept of local interconnection neural network(LINN) is extended to three-order case. Large number of computer simulations on 3-order LINN associative memory are presented. As compared with traditional 3-order global interconnection neural network(GINN),3-order LINN has a much smaller interconnection weight matrix with the same associative memory ability. Therefore,3-order LINN is of practical use.