Arguello E, Silva R, Castillo C, Huerta M
Simón Bolívar University, Caracas, Venezuela. u
Annu Int Conf IEEE Eng Med Biol Soc. 2012;2012:1234-7. doi: 10.1109/EMBC.2012.6346160.
In this paper we introduce a novel computational neuron-model, the Neuroid, which is based on three basic operations that are carried out by nerve cells to process the incoming information, such as comparison, and frequency pulse modulation-demodulation. The model was implemented using LabVIEW 10.0, in order to assign to each of these operations, an execution block (Virtual Instrument). The results of its implementation showed a very similar behavior to that exhibited by real neurons. Furthermore, due to its simplicity and low computational requirements, it is expected that the Neuroid can be used to create several software models of biological neural systems, either for research or teaching purposes.
在本文中,我们介绍了一种新型的计算神经元模型——神经单元(Neuroid),它基于神经细胞执行的三种基本操作来处理传入信息,如比较以及频率脉冲调制 - 解调。该模型使用LabVIEW 10.0实现,以便为这些操作中的每一个分配一个执行模块(虚拟仪器)。其实现结果显示出与真实神经元非常相似的行为。此外,由于其简单性和低计算要求,预计神经单元可用于创建生物神经系统的多个软件模型,用于研究或教学目的。