Analysis of Continuous Attractors for 2-D Linear Threshold Neural Networks

IEEE Transactions on Neural Networks ◽

10.1109/tnn.2008.2009535 ◽

2009 ◽

Vol 20 (1) ◽

pp. 175-180 ◽

Author(s):

Lan Zou ◽

Huajin Tang ◽

Kay Chen Tan ◽

Weinian Zhang

Keyword(s):

Neural Networks ◽

Linear Threshold ◽

Continuous Attractors

Download Full-text

Qualitative analysis for recurrent neural networks with linear threshold transfer functions

IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications ◽

10.1109/tcsi.2005.846664 ◽

2005 ◽

Vol 52 (5) ◽

pp. 1003-1012 ◽

Author(s):

K.C. Tan ◽

HuaJin Tang ◽

Weinian Zhang

Keyword(s):

Neural Networks ◽

Qualitative Analysis ◽

Recurrent Neural Networks ◽

Transfer Functions ◽

Linear Threshold

Download Full-text

Continuous attractors of recurrent neural networks with complex-valued weights

The 2012 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2012.6252549 ◽

2012 ◽

Author(s):

Jun Li ◽

Jian Yang ◽

Yongfeng Diao

Keyword(s):

Neural Networks ◽

Recurrent Neural Networks ◽

Continuous Attractors ◽

Download Full-text

Activity Invariant Sets and Exponentially Stable Attractors of Linear Threshold Discrete-Time Recurrent Neural Networks

IEEE Transactions on Automatic Control ◽

10.1109/tac.2009.2015552 ◽

2009 ◽

Vol 54 (6) ◽

pp. 1341-1347 ◽

Author(s):

Lei Zhang ◽

Zhang Yi ◽

S.L. Zhang ◽

Pheng Ann Heng

Keyword(s):

Neural Networks ◽

Discrete Time ◽

Recurrent Neural Networks ◽

Invariant Sets ◽

Linear Threshold ◽

Exponentially Stable

Download Full-text

Dynamic shift mechanism of continuous attractors in a class of recurrent neural networks

2010 IEEE Conference on Cybernetics and Intelligent Systems ◽

10.1109/iccis.2010.5518543 ◽

2010 ◽

Author(s):

Haixian Zhang ◽

Zhang Yi

Keyword(s):

Neural Networks ◽

Recurrent Neural Networks ◽

Continuous Attractors ◽

Download Full-text

Continuous attractors in recurrent neural networks and phase space learning

Proceedings. Vol.1. Sixth Brazilian Symposium on Neural Networks ◽

10.1109/sbrn.2000.889763 ◽

2002 ◽

Author(s):

R. de Oliveira ◽

L.H.A. Monteiro

Keyword(s):

Neural Networks ◽

Phase Space ◽

Recurrent Neural Networks ◽

Continuous Attractors

Download Full-text

A Winner-Take-All Neural Networks of N Linear Threshold Neurons without Self-Excitatory Connections

Neural Processing Letters ◽

10.1007/s11063-009-9100-x ◽

2009 ◽

Vol 29 (3) ◽

pp. 143-154 ◽

Author(s):

Hong Qu ◽

Zhang Yi ◽

Xiaobin Wang

Keyword(s):

Neural Networks ◽

Linear Threshold ◽

Linear Threshold Neurons ◽

Winner Take All ◽

Download Full-text

Stability Analysis of Continuous-Time and Discrete-Time Quaternion-Valued Neural Networks With Linear Threshold Neurons

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2017.2704286 ◽

2017 ◽

pp. 1-13 ◽

Author(s):

Xiaofeng Chen ◽

Qiankun Song ◽

Zhongshan Li ◽

Zhenjiang Zhao ◽

Yurong Liu

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Discrete Time ◽

Continuous Time ◽

Linear Threshold ◽

Linear Threshold Neurons

Download Full-text

Continuous Attractors of Lotka-Volterra Recurrent Neural Networks

Artificial Neural Networks – ICANN 2009 - Lecture Notes in Computer Science ◽

10.1007/978-3-642-04274-4_30 ◽

2009 ◽

pp. 287-295 ◽

Author(s):

Haixian Zhang ◽

Jiali Yu ◽

Zhang Yi

Keyword(s):

Neural Networks ◽

Recurrent Neural Networks ◽

Continuous Attractors

Download Full-text

Two-dimensional Continuous Attractors of Recurrent Neural Networks

Journal of Information and Computational Science ◽

10.12733/jics20105643 ◽

2015 ◽

Vol 12 (5) ◽

pp. 1915-1921

Author(s):

Li Yan

Keyword(s):

Neural Networks ◽

Recurrent Neural Networks ◽

Two Dimensional ◽

Continuous Attractors

Download Full-text

Continuous attractors of a class of recurrent neural networks without lateral inhibition

2008 IEEE Conference on Cybernetics and Intelligent Systems ◽

10.1109/iccis.2008.4670891 ◽

2008 ◽

Author(s):

Haixian Zhang ◽

Stones Lei Zhang ◽

Jiali Yu ◽

Hong Qu

Keyword(s):

Neural Networks ◽

Lateral Inhibition ◽

Recurrent Neural Networks ◽

Continuous Attractors

Download Full-text