无标度神经网络中自适应传输对弱信号传播的阻断

Veli Baysal, Ergin Yılmaz, M. Özer
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引用次数: 0

摘要

在无标度神经元网络中,研究了自突触(一种在神经元的轴突或胞体与其自身树突之间形成的突触)对弱信号传递的影响。在本研究中,我们认为网络中的每个神经元都有一个模拟为化学突触的自突触。此外,将阈下信号注入到网络中的所有神经元中。当分析所得结果时,可以看出自适应电导具有一个阈值。根据这一阈值,分两类评价了autapse对弱信号传输的影响。当自突触的电导小于该阈值时,自突触的自突触延时值适当时,微弱信号的传输略有增加。当自端电导大于阈值时,具有适当自端延时值的自端会显著阻断弱信号的传输。
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Blocking of weak signal propagation via autaptic transmission in scale-free neuronal networks
In this paper, the effects of autapse (a kind of synapse formed between the axon or soma of a neuron and its own dendrite) on the transmission of weak signal are investigated in scale-free neuronal networks. In the study, we consider that each neuron in the network has an autapse modelled as chemical synapse. Besides, a subthreshold signal are injected to all neurons in the network. When obtained results are analyzed, it is seen that the autaptic conductance has a threshold value. According to this threshold, the effects of autapse on the transmission of weak signal are evaluated within two categories. When conductance of autapse is less than this threshold value, autapses with proper autaptic time delay values slightly increase the transmission of weak signal. When autaptic conductance is bigger than the threshold value, autapses with proper autaptic time deley values prominently block the transmission of weak signal.
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