Analysis of associative memories based on cellular neural networks with value-varying templates

References

• Z. Aghajari, M. Teshnehlab and M. Motlagh, A novel chaotic hetero-associative memory, Neurocomputing 167 (2015), pp. 352–358. doi: 10.1016/j.neucom.2015.04.060
   Web of Science ®Google Scholar
• P. Balasubramaniam and R. Rakkiyappan, Global exponential stability for neural-type BAM neural networks with time-varying delays, Int. J. Comput. Math. 87 (2010), pp. 2064–2075. doi: 10.1080/00207160802588544
   Web of Science ®Google Scholar
• P. Balasubramaniam and V. Vembarasan, Asymptotic stability of BAM neural networks of neutral-type with impulsive effects and time delay in the leakage term, Int. J. Comput. Math., 88 (2011), pp. 3271–3291. doi: 10.1080/00207160.2011.591388
   Web of Science ®Google Scholar
• G. Bao and Z. Zeng, Analysis and design of associative memories based on recurrent neural network with discontinuous activation functions, Neurocmputing 77 (2012), pp. 101–107. doi: 10.1016/j.neucom.2011.08.026
   Web of Science ®Google Scholar
• T. Bui, T. Nong, and T. Dang, Improving learning rule for fuzzy associative memory with combination of content and association, Neurocomputing 149 (2015), pp. 59–64. doi: 10.1016/j.neucom.2014.01.063
   Web of Science ®Google Scholar
• L.O. Chua and L. Yang, Cellular neural networks: Applications, IEEE Trans. Circuits Syst. 35 (1988), pp. 1273–1290. doi: 10.1109/31.7601
   Google Scholar
• L.O. Chua and L. Yang, Cellular neural networks: Theory, IEEE Trans. Circuits Syst. 35 (1988), pp. 1257–1272. doi: 10.1109/31.7600
   Google Scholar
• A. Delbem, L. Correa, and L. Zhao, Design of associative memories using cellular neural networks, Neurocomputing 72 (2009), pp. 2180–2188. doi: 10.1016/j.neucom.2008.06.029
   Web of Science ®Google Scholar
• G. Fornarelli and A. Giaquinto, Adaptive particle swarm optimization for CNN associative memories design, Neurocomputing 72 (2009), pp. 3851–3862. doi: 10.1016/j.neucom.2009.05.004
   Web of Science ®Google Scholar
• G. Grassi, On discrete-time cellular neural networks for associative memories, IEEE Trans. Circuits Syst. I Fundam. Theory Appl. 48 (2001), pp. 107–111. doi: 10.1109/81.903193
   Google Scholar
• Q. Han, X. Liao, T. Huang, J. Peng, C. Li, and H. Huang, Analysis and design of associative memories based on stability of cellular neural networks, Neurocomputing 97 (2012), pp. 192–200. doi: 10.1016/j.neucom.2012.06.017
   Web of Science ®Google Scholar
• Q. Han, X. Liao, and C. Li, Analysis of associative memories based on stability of cellular neural networks with time delay, Neural Comput. Appl. 23 (2013), pp. 237–244. doi: 10.1007/s00521-012-0826-4
   Web of Science ®Google Scholar
• Q. Han, X. Liao, T. Weng, C. Li, and H. Huang, Analysis on equilibrium points of cellular neural networks described using cloning templates, Neurocomputing 89 (2012), pp. 106–113. doi: 10.1016/j.neucom.2012.02.033
   Web of Science ®Google Scholar
• Q. Han, X. Liao, T. Weng, C. Li, and H. Huang, Analysis on equilibrium points of cellular neural networks with thresholding activation function, Neural Comput. Appl. 23 (2013), pp. 23–29. doi: 10.1007/s00521-012-1173-1
   Web of Science ®Google Scholar
• M. Kobayashi, Chaotic pseudo-orthogonalized Hopfield associative memory, Neurocomputing 241 (2017), pp. 147–151. doi: 10.1016/j.neucom.2017.02.037
   Web of Science ®Google Scholar
• X. Li, P. Balasubramaniam and R. Rakkiyappan, Stability results for stochastic bidirectional associative memory neural networks with multiple discrete and distributed time-varying delays, Int. J. Comput. Math. 88 (2011), pp. 1358–1372. doi: 10.1080/00207160.2010.500374
   Web of Science ®Google Scholar
• D. Liu, Cloning template design of cellular neural networks for associative memories, IEEE Trans. Circuits Syst. I Fundam. Theory Appl. 44 (1997), pp. 646–650. doi: 10.1109/81.596948
   Google Scholar
• Q. Liu and T. Huang, A neural network with a single recurrent unit for associative memories based on linear optimization, Neurocomputing 118 (2013), pp. 263–267. doi: 10.1016/j.neucom.2013.02.035
   Web of Science ®Google Scholar
• D.R. Liu and A.N. Michel, Cellular neural networks for associative memories, IEEE Trans. Circuits Syst. II 40 (1993), pp. 119–121. doi: 10.1109/82.219843
   Google Scholar
• D.R. Liu and A.N. Michel, Sparsely interconnected neural networks for associative memories with applications to cellular neural networks, IEEE Trans. Circuits Syst. II Analog Digital Signal Process. 41 (1994), pp. 295–307. doi: 10.1109/82.285706
   Google Scholar
• Z. Lu and D. Liu, A new synthesis procedure for a class of cellular neural networks with space-invariant cloning template, IEEE Trans. Circuits Syst. II Analog Digital Signal Proc 45 (1998), pp. 1601–1605. doi: 10.1109/82.746682
   Google Scholar
• J. Park, H. Kim, Y. Park, and S. Lee, A synthesis procedure for associative memories based on space-varying cellular neural networks, Neural Netw. 14 (2001), pp. 107–113. doi: 10.1016/S0893-6080(00)00086-1
   PubMed Web of Science ®Google Scholar
• C. Xiu, C. Liu, and Y. Cheng, Associative memory network and its hardware design, Neurocomputing 158 (2015), pp. 204–209. doi: 10.1016/j.neucom.2015.01.047
   Web of Science ®Google Scholar
• J. Yang, L. Wang, Y. Wang, and T. Guo, A novel memristive Hopfield neural network with application in associative memory, Neurocomputing 227 (2017), pp. 142–148. doi: 10.1016/j.neucom.2016.07.065
   Web of Science ®Google Scholar
• Z. Zeng and J. Wang, Analysis and design of associative memories based on recurrent neural networks with linear saturation activation functions and time-varying delays, Neural Comput. 19 (2007), pp. 2149–2182. doi: 10.1162/neco.2007.19.8.2149
   PubMed Web of Science ®Google Scholar
• Z. Zeng and J. Wang, Design and analysis of high-capacity associative memories based on a class of discrete-time recurrent neural networks, IEEE Trans. Syst. Man Cybern Part B: Cybern. 38 (2008), pp. 1525–1536. doi: 10.1109/TSMCB.2008.927717
   PubMed Web of Science ®Google Scholar
• Z. Zeng and J. Wang, Associative memories based on continuous-time cellular neural networks designed using space-invariant cloning templates, Neural Netw. 22 (2009), pp. 651–657. doi: 10.1016/j.neunet.2009.06.031
   PubMed Web of Science ®Google Scholar
• Z. Zeng, D. Huang, and Z. Wang, Memory pattern analysis of cellular neural networks, Phys. Lett. A 342 (2005), pp. 114–158. doi: 10.1016/j.physleta.2005.05.017
   Web of Science ®Google Scholar
• Z. Zeng, D. Huang, and Z. Wang, Pattern memory analysis based on stability theory of cellular networks, Appl. Math. Model. 32 (2008), pp. 112–121. doi: 10.1016/j.apm.2006.11.010
   Web of Science ®Google Scholar
• H. Zhang, Y. Huang, B. Wang, and Z. Wang, Design and analysis associative memories based on external inputs of delayed recurrent neural networks, Neurocomputing 136 (2014), pp. 337–344. doi: 10.1016/j.neucom.2013.12.014
   Web of Science ®Google Scholar