Browsing by Author "Yang, Bin"

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Delay and recurrent neural networks: Computational cybernetics of systems biology?

Dimirovski, Georgi M.; Wang, Rui; Yang, Bin (IEEE, 2017)

Science of Neural Networks, and even much more so computing applications, have undergone developments beyond any predictions since McCullock-Pitts artificial neuron (1943) up via Hopfield’s neurons (1982, 1984) to Kasabov ...
Delay-dependent stability for neural networks with time-varying delays via a novel partitioning method

Yang, Bin; Wang, Rui; Dimirovski, Georgi M. (Elsevier, 2016-01)

In this brief, a novel partitioning method for the conditions on bounding the activation function in the stability analysis of neural networks systems with time-varying delays is presented. Certain further improved ...
New delay-dependent stability criteria for recurrent neural networks with time-varying delays

Yang, Bin; Wang, Rui; Shi, Peng; Dimirovski, Georgi M. (Elsevier, 2015-03-03)

This work is concerned with the delay-dependentstability problem for recurrent neural networks with time-varying delays. A new improved delay-dependent stability criterion expressed in terms of linear matrix inequalities ...