Discrete-Time Recurrent Neural Networks With Complex-Valued Linear Threshold Neurons

作者：Zhou, Wei^*; Zurada, Jacek M

来源：IEEE Transactions on Circuits and Systems II-Express Briefs, 2009, 56(8): 669-673.

DOI：10.1109/TCSII.2009.2025625

• Complex-valued neural networks (NNs)
• discrete-time recurrent neural networks (RNNs)
• linear threshold (LT)

This brief discusses a class of discrete-time recurrent neural networks with complex-valued linear threshold neurons. It addresses the boundedness, global attractivity, and complete stability of such networks. Some conditions for those properties are also derived. Examples and simulation results are used to illustrate the theory.

• 出版日期2009-8
• 单位电子科技大学