New conditions for global stability of neural networks with application to linear and quadratic programming problems. Zbl 0849.68105
Forti, Mauro; Tesi, Alberto |
|
1995
|
Global convergence of neural networks with discontinuous neuron activations. Zbl 1368.34024
Forti, M.; Nistri, P. |
|
2003
|
Generalized Lyapunov approach for convergence of neural networks with discontinuous or non-Lipschitz activations. Zbl 1103.34044
Forti, M.; Grazzini, M.; Nistri, P.; Pancioni, L. |
|
2006
|
Generalized neural network for nonsmooth nonlinear programming problems. Zbl 1374.90356
Forti, Mauro; Nistri, Paolo; Quincampoix, Marc |
|
2004
|
On global asymptotic stability of a class of nonlinear systems arising in neural network theory. Zbl 0828.34039
Forti, Mauro |
|
1994
|
Necessary and sufficient condition for absolute stability of neural networks. Zbl 0925.92014
Forti, Mauro; Manetti, Stefano; Marini, Mauro |
|
1994
|
A condition for global convergence of a class of symmetric neural circuits. Zbl 0775.92005
Forti, Mauro; Manetti, Stefano; Marini, Mauro |
|
1992
|
The consistency problem for positive comprehension principles. Zbl 0702.03026
Forti, M.; Hinnion, R. |
|
1989
|
A new method to analyze complete stability of PWL cellular neural networks. Zbl 1090.37567
Forti, M.; Tesi, A. |
|
2001
|
Bifurcations and oscillatory behavior in a class of competitive cellular neural networks. Zbl 1090.37565
Di Marco, M.; Tesi, A.; Forti, M. |
|
2000
|
Necessary and sufficient condition for multistability of neural networks evolving on a closed hypercube. Zbl 1322.93011
Di Marco, Mauro; Forti, Mauro; Grazzini, Massimo; Pancioni, Luca |
|
2014
|
Complex dynamics in arrays of memristor oscillators via the flux-charge method. Zbl 1469.94188
Corinto, Fernando; Forti, Mauro |
|
2018
|
\(M\)-matrices and global convergence of discontinuous neural networks. Zbl 1131.92004
Forti, Mauro |
|
2007
|
Absolute stability of analytic neural networks: an approach based on finite trajectory length. Zbl 1371.93151
Forti, M.; Tesi, A. |
|
2004
|
Dynamical analysis of full-range cellular neural networks by exploiting differential variational inequalities. Zbl 1374.82020
De Sandre, Guido; Forti, Mauro; Nistri, Paolo; Premoli, Amedeo |
|
2007
|
The Łojasiewicz exponent at an equilibrium point of a standard CNN is \(1/2\). Zbl 1192.37116
Forti, Mauro; Tesi, Alberto |
|
2006
|
On a class of nonsymmetrical neural networks with application to ADC. Zbl 0709.68621
Avitabile, G.; Forti, M.; Manetti, S.; Marini, M. |
|
1991
|
Limit set dichotomy and convergence of cooperative piecewise linear neural networks. Zbl 1468.37061
Di Marco, Mauro; Forti, Mauro; Grazzini, Massimo; Pancioni, Luca |
|
2011
|
Stability of memristor neural networks with delays operating in the flux-charge domain. Zbl 1395.93442
Di Marco, Mauro; Forti, Mauro; Pancioni, Luca |
|
2018
|
Fourth-order nearly-symmetric CNNs exhibiting complex dynamics. Zbl 1092.34533
Di Marco, M.; Forti, M.; Grazzini, M.; Pancioni, L. |
|
2005
|
Nonlinear circuits and systems with memristors. Nonlinear dynamics and analogue computing via the flux-charge analysis method. Zbl 1486.94001
Corinto, Fernando; Forti, Mauro; Chua, Leon O. |
|
2021
|
Convergence of a class of cooperative standard cellular neural network arrays. Zbl 1468.34084
Di Marco, Mauro; Forti, Mauro; Grazzini, Massimo; Pancioni, Luca |
|
2012
|
Prediction of period doubling bifurcations in harmonically forced memristor circuits. Zbl 1437.94106
Innocenti, Giacomo; Di Marco, Mauro; Forti, Mauro; Tesi, Alberto |
|
2019
|
On large sieve type estimates for the Dirichlet series operator. Zbl 0268.10027
Forti, M.; Viola, C. |
|
1973
|
On global exponential stability of standard and full-range CNNs. Zbl 1191.94179
Di Marco, Mauro; Forti, Mauro; Grazzini, Massimo; Pancioni, Luca |
|
2008
|
Limit set dichotomy and convergence of semiflows defined by cooperative standard CNNs. Zbl 1208.34081
Di Marco, Mauro; Forti, Mauro; Grazzini, Massimo; Pancioni, Luca |
|
2010
|
Robustness of convergence in finite time for linear programming neural networks. Zbl 1123.90335
Di Mauro, Marco; Forti, Mauro; Grazzini, Massimo |
|
2006
|
On the effect of neuron activation gain on robustness of complete stability. Zbl 1065.92002
Di Marco, M.; Forti, M.; Nistri, P.; Tesi, A. |
|
2004
|
Floquet multipliers of a metastable rotating wave in a Chua-Yang ring network. Zbl 1383.34058
Di Marco, Mauro; Forti, Mauro; Garay, Barnabas M.; Koller, Miklós; Pancioni, Luca |
|
2016
|
Density estimates for the zeros of L-functions. Zbl 0268.10028
Forti, M.; Viola, C. |
|
1973
|
Convergence of discrete-time cellular neural networks with application to image processing. Zbl 1539.68298
Di Marco, Mauro; Forti, Mauro; Pancioni, Luca; Tesi, Alberto |
|
2023
|
On absolute stability of convergence for nonlinear neural network models. Zbl 1203.93186
Di Marco, Mauro; Forti, Mauro; Tesi, Alberto |
|
2003
|
Convergent dynamics of nonreciprocal differential variational inequalities modeling neural networks. Zbl 1468.92010
Di Marco, Mauro; Forti, Mauro; Grazzini, Massimo; Pancioni, Luca |
|
2013
|
Extended LaSalle’s invariance principle for full-range cellular neural networks. Zbl 1184.94151
Di Marco, Mauro; Forti, Mauro; Grazzini, Massimo; Pancioni, Luca |
|
2009
|
Input-output characterization of the dynamical properties of circuits with a memelement. Zbl 1473.94167
Innocenti, Giacomo; Di Marco, Mauro; Tesi, Alberto; Forti, Mauro |
|
2020
|
Convergence of discrete-time cellular neural networks with application to image processing. Zbl 1539.68298
Di Marco, Mauro; Forti, Mauro; Pancioni, Luca; Tesi, Alberto |
|
2023
|
Nonlinear circuits and systems with memristors. Nonlinear dynamics and analogue computing via the flux-charge analysis method. Zbl 1486.94001
Corinto, Fernando; Forti, Mauro; Chua, Leon O. |
|
2021
|
Input-output characterization of the dynamical properties of circuits with a memelement. Zbl 1473.94167
Innocenti, Giacomo; Di Marco, Mauro; Tesi, Alberto; Forti, Mauro |
|
2020
|
Prediction of period doubling bifurcations in harmonically forced memristor circuits. Zbl 1437.94106
Innocenti, Giacomo; Di Marco, Mauro; Forti, Mauro; Tesi, Alberto |
|
2019
|
Complex dynamics in arrays of memristor oscillators via the flux-charge method. Zbl 1469.94188
Corinto, Fernando; Forti, Mauro |
|
2018
|
Stability of memristor neural networks with delays operating in the flux-charge domain. Zbl 1395.93442
Di Marco, Mauro; Forti, Mauro; Pancioni, Luca |
|
2018
|
Floquet multipliers of a metastable rotating wave in a Chua-Yang ring network. Zbl 1383.34058
Di Marco, Mauro; Forti, Mauro; Garay, Barnabas M.; Koller, Miklós; Pancioni, Luca |
|
2016
|
Necessary and sufficient condition for multistability of neural networks evolving on a closed hypercube. Zbl 1322.93011
Di Marco, Mauro; Forti, Mauro; Grazzini, Massimo; Pancioni, Luca |
|
2014
|
Convergent dynamics of nonreciprocal differential variational inequalities modeling neural networks. Zbl 1468.92010
Di Marco, Mauro; Forti, Mauro; Grazzini, Massimo; Pancioni, Luca |
|
2013
|
Convergence of a class of cooperative standard cellular neural network arrays. Zbl 1468.34084
Di Marco, Mauro; Forti, Mauro; Grazzini, Massimo; Pancioni, Luca |
|
2012
|
Limit set dichotomy and convergence of cooperative piecewise linear neural networks. Zbl 1468.37061
Di Marco, Mauro; Forti, Mauro; Grazzini, Massimo; Pancioni, Luca |
|
2011
|
Limit set dichotomy and convergence of semiflows defined by cooperative standard CNNs. Zbl 1208.34081
Di Marco, Mauro; Forti, Mauro; Grazzini, Massimo; Pancioni, Luca |
|
2010
|
Extended LaSalle’s invariance principle for full-range cellular neural networks. Zbl 1184.94151
Di Marco, Mauro; Forti, Mauro; Grazzini, Massimo; Pancioni, Luca |
|
2009
|
On global exponential stability of standard and full-range CNNs. Zbl 1191.94179
Di Marco, Mauro; Forti, Mauro; Grazzini, Massimo; Pancioni, Luca |
|
2008
|
\(M\)-matrices and global convergence of discontinuous neural networks. Zbl 1131.92004
Forti, Mauro |
|
2007
|
Dynamical analysis of full-range cellular neural networks by exploiting differential variational inequalities. Zbl 1374.82020
De Sandre, Guido; Forti, Mauro; Nistri, Paolo; Premoli, Amedeo |
|
2007
|
Generalized Lyapunov approach for convergence of neural networks with discontinuous or non-Lipschitz activations. Zbl 1103.34044
Forti, M.; Grazzini, M.; Nistri, P.; Pancioni, L. |
|
2006
|
The Łojasiewicz exponent at an equilibrium point of a standard CNN is \(1/2\). Zbl 1192.37116
Forti, Mauro; Tesi, Alberto |
|
2006
|
Robustness of convergence in finite time for linear programming neural networks. Zbl 1123.90335
Di Mauro, Marco; Forti, Mauro; Grazzini, Massimo |
|
2006
|
Fourth-order nearly-symmetric CNNs exhibiting complex dynamics. Zbl 1092.34533
Di Marco, M.; Forti, M.; Grazzini, M.; Pancioni, L. |
|
2005
|
Generalized neural network for nonsmooth nonlinear programming problems. Zbl 1374.90356
Forti, Mauro; Nistri, Paolo; Quincampoix, Marc |
|
2004
|
Absolute stability of analytic neural networks: an approach based on finite trajectory length. Zbl 1371.93151
Forti, M.; Tesi, A. |
|
2004
|
On the effect of neuron activation gain on robustness of complete stability. Zbl 1065.92002
Di Marco, M.; Forti, M.; Nistri, P.; Tesi, A. |
|
2004
|
Global convergence of neural networks with discontinuous neuron activations. Zbl 1368.34024
Forti, M.; Nistri, P. |
|
2003
|
On absolute stability of convergence for nonlinear neural network models. Zbl 1203.93186
Di Marco, Mauro; Forti, Mauro; Tesi, Alberto |
|
2003
|
A new method to analyze complete stability of PWL cellular neural networks. Zbl 1090.37567
Forti, M.; Tesi, A. |
|
2001
|
Bifurcations and oscillatory behavior in a class of competitive cellular neural networks. Zbl 1090.37565
Di Marco, M.; Tesi, A.; Forti, M. |
|
2000
|
New conditions for global stability of neural networks with application to linear and quadratic programming problems. Zbl 0849.68105
Forti, Mauro; Tesi, Alberto |
|
1995
|
On global asymptotic stability of a class of nonlinear systems arising in neural network theory. Zbl 0828.34039
Forti, Mauro |
|
1994
|
Necessary and sufficient condition for absolute stability of neural networks. Zbl 0925.92014
Forti, Mauro; Manetti, Stefano; Marini, Mauro |
|
1994
|
A condition for global convergence of a class of symmetric neural circuits. Zbl 0775.92005
Forti, Mauro; Manetti, Stefano; Marini, Mauro |
|
1992
|
On a class of nonsymmetrical neural networks with application to ADC. Zbl 0709.68621
Avitabile, G.; Forti, M.; Manetti, S.; Marini, M. |
|
1991
|
The consistency problem for positive comprehension principles. Zbl 0702.03026
Forti, M.; Hinnion, R. |
|
1989
|
On large sieve type estimates for the Dirichlet series operator. Zbl 0268.10027
Forti, M.; Viola, C. |
|
1973
|
Density estimates for the zeros of L-functions. Zbl 0268.10028
Forti, M.; Viola, C. |
|
1973
|