Multistability of delayed neural networks with hard-limiter saturation nonlinearities.

Massimo Grazzini

Mauro Di Marco Mauro Forti Massimo Grazzini Luca Pancioni Multistability of delayed neural networks with hard-limiter saturation nonlinearities. 41-54 2018 293 Neurocomputing https://doi.org/10.1016/j.neucom.2018.03.006 https://www.wikidata.org/entity/Q130185150 db/journals/ijon/ijon293.html#MarcoFGP18

Mauro Di Marco Mauro Forti Massimo Grazzini Luca Pancioni Necessary and sufficient condition for multistability of neural networks evolving on a closed hypercube. 38-48 2014 54 Neural Networks https://doi.org/10.1016/j.neunet.2014.02.010 https://www.wikidata.org/entity/Q51100868 db/journals/nn/nn54.html#MarcoFGP14

Mauro Di Marco Mauro Forti Massimo Grazzini Luca Pancioni Convergent Dynamics of Nonreciprocal Differential Variational Inequalities Modeling Neural Networks. 3227-3238 2013 60-I IEEE Trans. Circuits Syst. I Regul. Pap. 12 https://doi.org/10.1109/TCSI.2013.2265959 db/journals/tcas/tcasI60.html#MarcoFGP13

Mauro Di Marco Mauro Forti Massimo Grazzini Luca Pancioni Łojasiewicz inequality and exponential convergence of the full-range model of CNNs. 409-419 2012 40 Int. J. Circuit Theory Appl. 4 https://doi.org/10.1002/cta.717 db/journals/ijcta/ijcta40.html#MarcoFGP12

Mauro Di Marco Mauro Forti Massimo Grazzini Paolo Nistri Luca Pancioni A study on semiflows generated by cooperative full-range CNNs. 1191-1208 2012 40 Int. J. Circuit Theory Appl. 12 https://doi.org/10.1002/cta.1797 db/journals/ijcta/ijcta40.html#MarcoFGNP12

Mauro Di Marco Mauro Forti Massimo Grazzini Luca Pancioni Convergence of a Class of Cooperative Standard Cellular Neural Network Arrays. 772-783 2012 59-I IEEE Trans. Circuits Syst. I Regul. Pap. 4 https://doi.org/10.1109/TCSI.2011.2169913 db/journals/tcas/tcasI59.html#MarcoFGP12

Mauro Di Marco Mauro Forti Massimo Grazzini Luca Pancioni Limit Set Dichotomy and Multistability for a Class of Cooperative Neural Networks With Delays. 1473-1485 2012 23 IEEE Trans. Neural Networks Learn. Syst. 9 https://doi.org/10.1109/TNNLS.2012.2205703 https://www.wikidata.org/entity/Q51328600 db/journals/tnn/tnn23.html#MarcoFGP12

Mauro Di Marco Mauro Forti Massimo Grazzini Luca Pancioni Amedeo Premoli Comparison of convergence and stability properties for the state and output solutions of neural networks. 751-774 2011 39 Int. J. Circuit Theory Appl. 7 https://doi.org/10.1002/cta.657 db/journals/ijcta/ijcta39.html#MarcoFGPP11

Mauro Di Marco Mauro Forti Massimo Grazzini Luca Pancioni Limit Set Dichotomy and Convergence of Cooperative Piecewise Linear Neural Networks. 1052-1062 2011 58-I IEEE Trans. Circuits Syst. I Regul. Pap. 5 https://doi.org/10.1109/TCSI.2010.2091194 db/journals/tcas/tcasI58.html#MarcoFGP11

Mauro Di Marco Massimo Grazzini Luca Pancioni Global Robust Stability Criteria for Interval Delayed Full-Range Cellular Neural Networks. 666-671 2011 22 IEEE Trans. Neural Networks 4 https://doi.org/10.1109/TNN.2011.2110661 https://www.wikidata.org/entity/Q51589083 db/journals/tnn/tnn22.html#MarcoGP11

Mauro Di Marco Mauro Forti Massimo Grazzini Luca Pancioni Further results on convergence of cooperative standard cellular neural networks. 2161-2164 2011 ISCAS https://doi.org/10.1109/ISCAS.2011.5938027 conf/iscas/2011 db/conf/iscas/iscas2011.html#MarcoFGP11

Mauro Di Marco Mauro Forti Massimo Grazzini Luca Pancioni Limit Set Dichotomy and Convergence of semiflows Defined by Cooperative Standard CNNs. 3549-3563 2010 20 Int. J. Bifurc. Chaos 11 https://doi.org/10.1142/S0218127410027891 db/journals/ijbc/ijbc20.html#MarcoFGP10

Mauro Di Marco Mauro Forti Massimo Grazzini Luca Pancioni A note on the dichotomy of limit sets for cooperative CNNs with delays. 2035-2038 2010 ISCAS https://doi.org/10.1109/ISCAS.2010.5537175 conf/iscas/2010 db/conf/iscas/iscas2010.html#MarcoFGP10

Mauro Di Marco Mauro Forti Massimo Grazzini Luca Pancioni Extended LaSalle's Invariance Principle for Full-Range Cellular Neural Networks. 2009 2009 EURASIP J. Adv. Signal Process. https://doi.org/10.1155/2009/730968 https://www.wikidata.org/entity/Q59248914 db/journals/ejasp/ejasp2009.html#MarcoFGP09

Mauro Di Marco Mauro Forti Massimo Grazzini Luca Pancioni Set-valued Derivative and Lyapunov Method for Full-range Cellular Neural Networks. 2705-2708 2009 ISCAS https://doi.org/10.1109/ISCAS.2009.5118360 conf/iscas/2009 db/conf/iscas/iscas2009.html#MarcoFGP09

Mauro Di Marco Mauro Forti Massimo Grazzini Luca Pancioni On global exponential stability of standard and full-range CNNs. 653-680 2008 36 Int. J. Circuit Theory Appl. 5-6 https://doi.org/10.1002/cta.451 db/journals/ijcta/ijcta36.html#MarcoFGP08

Mauro Di Marco Mauro Forti Massimo Grazzini Paolo Nistri Luca Pancioni Lyapunov Method and Convergence of the Full-Range Model of CNNs. 3528-3541 2008 55-I IEEE Trans. Circuits Syst. I Regul. Pap. 11 https://doi.org/10.1109/TCSI.2008.925820 db/journals/tcas/tcasI55.html#MarcoFGNP08

Mauro Di Marco Mauro Forti Massimo Grazzini Luca Pancioni A study on global robust stability of delayed full-range cellular neural networks. 1368-1371 2008 ISCAS https://doi.org/10.1109/ISCAS.2008.4541681 conf/iscas/2008 db/conf/iscas/iscas2008.html#MarcoFGP08

Mauro Di Marco Mauro Forti Massimo Grazzini Paolo Nistri Luca Pancioni Global Consistency of Decisions and Convergence of Competitive Cellular Neural Networks. 3127-3150 2007 17 Int. J. Bifurc. Chaos 9 https://doi.org/10.1142/S0218127407018919 db/journals/ijbc/ijbc17.html#MarcoFGNP07

Mauro Di Marco Mauro Forti Massimo Grazzini Paolo Nistri Luca Pancioni A Study on Convergence of Competitive CNNs. 3155-3158 2007 conf/iscas/2007 ISCAS https://doi.org/10.1109/ISCAS.2007.378100 db/conf/iscas/iscas2007.html#MarcoFGNP07

Mauro Di Marco Mauro Forti Massimo Grazzini Robustness of convergence in finite time for linear programming neural networks. 307-316 2006 34 Int. J. Circuit Theory Appl. 3 https://doi.org/10.1002/cta.352 db/journals/ijcta/ijcta34.html#MarcoFG06

Mauro Forti Massimo Grazzini Paolo Nistri Luca Pancioni A result on global convergence in finite time for nonsmooth neural networks. 2006 conf/iscas/2006 ISCAS https://doi.org/10.1109/ISCAS.2006.1692696 db/conf/iscas/iscas2006.html#FortiGNP06

Mauro Di Marco Mauro Forti Massimo Grazzini Luca Pancioni Fourth-Order Nearly-Symmetric CNNs Exhibiting Complex Dynamics. 1579-1587 2005 15 Int. J. Bifurc. Chaos 5 https://doi.org/10.1142/S0218127405012867 db/journals/ijbc/ijbc15.html#MarcoFGP05

Mauro Di Marco Mauro Forti Massimo Grazzini Luca Pancioni Complex dynamics in a class of nearly-symmetric competitive CNNs. 4677-4680 2005 conf/iscas/2005 ISCAS (5) https://doi.org/10.1109/ISCAS.2005.1465676 db/conf/iscas/iscas2005-5.html#MarcoFGP05 Mauro Forti Mauro Di Marco Paolo Nistri Luca Pancioni Amedeo Premoli