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SELF-ORGANIZATION IN A BIOCHEMICAL-NEURON NETWORK

机译:生化神经网络中的自组织

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Mimicking the switching property of cyclic enzyme systems in metabolic pathways, we have proposed a different type of molecular switching device (post-synaptic neuron) whose mechanism can be represented by a threshold-logic function capable of storing short-term memory. We have named this system ''biochemical-neuron'' and have already developed the board-leveled analog circuit. In the present study, building the integrated artificial neural network system composed of biochemical-neurons, we have investigated the relationship between network responses and time-variant excited stimuli to the network, especially focusing on the examination of some neurophysiological experiments such as ''selective elimination of synapses'' and ''associative long-term depression''. Furthermore we shall discuss the information processing where the time-variant external analog signals are received and transduced to impulse signals. [References: 16]
机译:为了模拟代谢途径中循环酶系统的开关特性,我们提出了一种不同类型的分子开关装置(突触后神经元),其机制可以由能够存储短期记忆的阈值逻辑功能来表示。我们将该系统命名为“生化神经元”,并且已经开发了板级模拟电路。在本研究中,通过构建由生化神经元组成的集成人工神经网络系统,我们研究了网络响应与网络的时变激发刺激之间的关系,尤其着重于一些神经生理学实验的研究,例如“选择性”消除突触''和``相关性长期抑郁症''。此外,我们将讨论随时间变化的外部模拟信号被接收并转换为脉冲信号的信息处理。 [参考:16]

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