School of Computer Science and Engineering, Wuhan Institute of Technology, Wuhan, Hubei, China

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Abstract—This paper discusses the Liquid state machines and does some researches on spiking neural network and Parallel Delta Rule, using them to solve the robot path planning optimization problems, at the same time we do simulation by Matlab, the result of the experimental reveal that the LSM can solve these problems effectively.

Index Terms—Liquid state machines; spiking neural networks; Parallel Delta Rule; path planning.

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Cite: Zhang Yanduo, Wang Kun, "The Application of Liquid State Machines in Robot Path Planning," Journal of Computers vol. 4, no. 11, pp. 1182-1186, 2009.