Multi-sequence Memory with Controllable Steady-state Period

摘要：

Sequential information processing, for instance the sequence memory,plays an important role on many functions of brain.In the workings of the brain,the steadystate period is alterable. But in the existing sequence memory models using hetero-associations,the steady-state period is changeless in the sequence recall.In this paper,multi-sequence memory with controllable steady-state period is proposed.By introducing a novel exponential kernel sampling function and the sampling interval parameter,the steady-state period can be controlled, and the steady-state time steps is equal to the sampling interval parameter.Furthermore,we explained this phenomenon theoret ically.

关键词： Multi-sequence Memory Steady-state Period Kernel sampling function

作者: Min Xia Jianan Fang Yang Tang

作者单位: College of Information Sience and Technology, Donghua University,Shanghai, China, 201620 College of Information Science and Technology, Donghua University,Shanghai, China, 201620 College of Information Science and Technology,Donghua University,Shanghai, China, 201620

会议类型: 国际会议

会议名称: 2009 Second International Conference on Intelligent Computation Technology and Automation(2009 第二届IEEE智能计算与自动化国际会议 ICICTA 2009)

会议地点: 长沙

会议语种:英文

页码: 814-817

在线出版日期: 2009-10-10（万方平台首次上网日期，不代表论文的发表时间）