神经传递通路的神经网络建模

MODELING NEURAL PATHWAY USING NEURAL NETWORK

建立与生物神经系统相像的人工神经网络是设计具有智能的人工制品的有潜力的研究方法。建立神经网络传递通路简化模型,并应用神经网络建模。模型由4个回路构成动态延迟网络,包括丘脑回路、大脑皮质回路、基底核回路和小脑回路。仿真测试表明:网络易于数学实现,并具有良好的函数逼近能力和泛化能力。网络可用于自治系统和自治产品。

To create artificial neural networks with biologically-plausible characteristics is a promising approach to design intelligent artifact. A four-loop dynamic neural network is developed to model the neural pathway of biological life to benefit the design of intelligent artifact. The four loops include the cerebellum loop, the basal ganglia loop, the thalamus loop and the spinal cord loop. The computational simulation shows that the network bears good approximating precision and generalization ability, and it is suitable for autonomous systems and autonomous products.