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Chaotic stimulus dependent long-term potentiation in the hippocampal CA1 area

机译:海马CA1区混沌刺激依赖的长期增强

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摘要

In our previous report [Tsukada, M., Aihara, T., Saito, H., Kato, H., 1996. Neural Netw. 9, 1357-1365], the temporal pattern sensitivity of long-term potentiation (LTP) in hippocampal CA1 neurons was estimated by using Markov chain stimuli (MS) with different values of the serial correlation coefficient rho (1) between successive interstimulus-intervals. In this paper, the effect of chaotic stimuli (CS) on induction of LTP in the hippocampal CA1 area was investigated in comparison with that of MS and periodic pattern stimuli (PS). The CS were produced by a modified Bernoulli map, so that interstimulus sequences with various values of rho (1) can be generated by changing the parameter B. These stimuli had an identical first order statistics (mean interstimulus-interval), but their higher order statistics such as the serial correlation coefficients were different. The LTP induced by CS at B = 2 was significantly larger in magnitude than that of PS and MS, and also depended on the initial value of CS at B = 2 and 3. These results suggest that chaotic signals play an important role for memory coding in the hippocampal CA1 network. (C) 2000 Elsevier Science Ireland Ltd. All rights reserved. [References: 17]
机译:在我们以前的报告中[Tsukada,M.,Aihara,T.,Saito,H.,Kato,H.,1996。神经网络。 [9,1357-1365],通过使用马尔可夫链刺激(MS)估计了海马CA1神经元的长期增强(LTP)的时间模式敏感性,其中连续间隔之间的序列相关系数rho(1)不同。本文比较了混沌刺激(CS)对海马CA1区LTP的诱导作用,并与MS和周期模式刺激(PS)进行了比较。 CS是通过修改后的伯努利图生成的,因此可以通过更改参数B来生成具有不同rho(1)值的激励序列。这些激励具有相同的一阶统计量(平均激励间隔),但是它们的较高阶序列相关系数等统计数据有所不同。 CS在B = 2时诱导的LTP的幅度显着大于PS和MS,并且还取决于CS在B = 2和3时的初始值。这些结果表明,混沌信号在记忆编码中起着重要作用在海马CA1网络中。 (C)2000 Elsevier Science Ireland Ltd.保留所有权利。 [参考:17]

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