-
2
-
-
0242695744
-
A digital architecture for support vector machines: Theory, algorithm and FPGA implementation
-
Anguita D., Boni A., and Ridella S. A digital architecture for support vector machines: Theory, algorithm and FPGA implementation. IEEE Transactions on Neural Networks 14 5 (2003) 993-1009
-
(2003)
IEEE Transactions on Neural Networks
, vol.14
, Issue.5
, pp. 993-1009
-
-
Anguita, D.1
Boni, A.2
Ridella, S.3
-
3
-
-
0032490761
-
Circuital implementation of support vector machines
-
Anguita D., Ridella S., and Rovetta S. Circuital implementation of support vector machines. Electronic Letters 34 16 (1998) 1596-1597
-
(1998)
Electronic Letters
, vol.34
, Issue.16
, pp. 1596-1597
-
-
Anguita, D.1
Ridella, S.2
Rovetta, S.3
-
5
-
-
33751246021
-
-
Blake, C. L., & Merz, C. J. (1998) UCI repository of machine learning databases. University of California, Dept. of Information and Computer Sciences. Irvine. http://www.ics.uci.edu/~mlearn/MLRepository.html
-
-
-
-
6
-
-
0025482267
-
A variable order Runge-Kutta method for initial value problems with rapidly varying right-hand sides
-
Cash J.R., and Karp A.H. A variable order Runge-Kutta method for initial value problems with rapidly varying right-hand sides. ACM Transactions on Mathematical Software 16 3 (1990) 201-222
-
(1990)
ACM Transactions on Mathematical Software
, vol.16
, Issue.3
, pp. 201-222
-
-
Cash, J.R.1
Karp, A.H.2
-
7
-
-
0000667930
-
Training ν-support vector classifiers: Theory and algorithms
-
Chang C.-C., and Lin C.-J. Training ν-support vector classifiers: Theory and algorithms. Neural Computation 13 9 (2001) 2119-2147
-
(2001)
Neural Computation
, vol.13
, Issue.9
, pp. 2119-2147
-
-
Chang, C.-C.1
Lin, C.-J.2
-
8
-
-
0033354129
-
An analysis of a class of neural networks for solving linear programming problems
-
Chong E.K.P., Hui S., and Żak S.H. An analysis of a class of neural networks for solving linear programming problems. IEEE Transactions on Automatic Control 44 11 (1999) 1995-2006
-
(1999)
IEEE Transactions on Automatic Control
, vol.44
, Issue.11
, pp. 1995-2006
-
-
Chong, E.K.P.1
Hui, S.2
Zak, S.H.3
-
11
-
-
34249753618
-
Support-vector networks
-
Cortes C., and Vapnik V. Support-vector networks. Machine Learning 20 3 (1995) 273-297
-
(1995)
Machine Learning
, vol.20
, Issue.3
, pp. 273-297
-
-
Cortes, C.1
Vapnik, V.2
-
13
-
-
12444344698
-
Parallel algorithm for support vector machines training and quadratic optimization problems
-
de Leone R. Parallel algorithm for support vector machines training and quadratic optimization problems. Optimization Methods and Software 20 2-3 (2005) 379-388
-
(2005)
Optimization Methods and Software
, vol.20
, Issue.2-3
, pp. 379-388
-
-
de Leone, R.1
-
15
-
-
85178305347
-
-
Ferreira, L. V., Kaszkurewicz, E., & Bhaya, A. (2002). Convergence analysis of neural networks that solve linear programming problems. In Proceedings of the international joint conference on neural networks 2002, Vol. 3(pp. 2476-2481)
-
-
-
-
16
-
-
0141745887
-
-
Ferreira, L. V., Kaszkurewicz, E., & Bhaya, A. (2003). Synthesis of a k-winners-take-all neural network using linear programming with bounded variables. In Proceedings of the international joint conference on neural networks 2003, Vol. 3 (pp. 2360-2365)
-
-
-
-
17
-
-
10944269289
-
-
Ferreira, L. V., Kaszkurewicz, E., & Bhaya, A. (2004). Support vector classifiers via gradient systems with discontinuous righthand sides. In Proceedings of the international joint conference on neural networks 2004, Vol. 4 (pp. 2997-3002)
-
-
-
-
18
-
-
15344343476
-
Solving systems of linear equations using gradient systems with discontinuous righthand sides: Application to LS-SVM
-
Ferreira L.V., Kaszkurewicz E., and Bhaya A. Solving systems of linear equations using gradient systems with discontinuous righthand sides: Application to LS-SVM. IEEE Transactions on Neural Networks 16 2 (2005) 501-505
-
(2005)
IEEE Transactions on Neural Networks
, vol.16
, Issue.2
, pp. 501-505
-
-
Ferreira, L.V.1
Kaszkurewicz, E.2
Bhaya, A.3
-
21
-
-
0000443215
-
Matrix-theoretic conditions for the realizability of sliding manifolds
-
Hsu L., Kaszkurewicz E., and Bhaya A. Matrix-theoretic conditions for the realizability of sliding manifolds. Systems & Control Letters 40 (2000) 145-152
-
(2000)
Systems & Control Letters
, vol.40
, pp. 145-152
-
-
Hsu, L.1
Kaszkurewicz, E.2
Bhaya, A.3
-
22
-
-
0002714543
-
Making large-scale SVM learning practical
-
Schölkopf B., Burges C., and Smola A. (Eds), MIT Press, Cambridge, MA
-
Joachims T. Making large-scale SVM learning practical. In: Schölkopf B., Burges C., and Smola A. (Eds). Advances in Kernel methods - support vector learning (1999), MIT Press, Cambridge, MA
-
(1999)
Advances in Kernel methods - support vector learning
-
-
Joachims, T.1
-
23
-
-
0005977809
-
Method of "penalty" functions and the foundations of Pyne's method
-
Karpinskaya N.N. Method of "penalty" functions and the foundations of Pyne's method. Automation and Remote Control 28 1 (1967) 124-129
-
(1967)
Automation and Remote Control
, vol.28
, Issue.1
, pp. 124-129
-
-
Karpinskaya, N.N.1
-
26
-
-
0035439797
-
A new gradient-based neural network for solving linear and quadratic programming problems
-
Leung Y., Chen K.-Z., Jiao Y.-C., Gao X.-B., and Leung K.S. A new gradient-based neural network for solving linear and quadratic programming problems. IEEE Transactions on Neural Networks 12 5 (2001) 1074-1083
-
(2001)
IEEE Transactions on Neural Networks
, vol.12
, Issue.5
, pp. 1074-1083
-
-
Leung, Y.1
Chen, K.-Z.2
Jiao, Y.-C.3
Gao, X.-B.4
Leung, K.S.5
-
28
-
-
0026896765
-
Linear and quadratic programming neural network analysis
-
Maa C.-Y., and Shanblatt M.A. Linear and quadratic programming neural network analysis. IEEE Transactions on Neural Networks 3 4 (1992) 580-594
-
(1992)
IEEE Transactions on Neural Networks
, vol.3
, Issue.4
, pp. 580-594
-
-
Maa, C.-Y.1
Shanblatt, M.A.2
-
31
-
-
0025401319
-
Nonlinear switched-capacitor neural networks for optimization problems
-
Rodríguez-Vázquez A., Domínguez-Castro R., Rueda A., Huertas J., and Sanchez-Sinencio E. Nonlinear switched-capacitor neural networks for optimization problems. IEEE Transactions on Circuits and Systems 37 3 (1990) 384-398
-
(1990)
IEEE Transactions on Circuits and Systems
, vol.37
, Issue.3
, pp. 384-398
-
-
Rodríguez-Vázquez, A.1
Domínguez-Castro, R.2
Rueda, A.3
Huertas, J.4
Sanchez-Sinencio, E.5
-
32
-
-
0344160636
-
Gradient methods of solving linear and quadratic programming problems on electronic analog computers
-
Rybashov M.V. Gradient methods of solving linear and quadratic programming problems on electronic analog computers. Automation and Remote Control 26 12 (1965) 2151-2162
-
(1965)
Automation and Remote Control
, vol.26
, Issue.12
, pp. 2151-2162
-
-
Rybashov, M.V.1
-
37
-
-
0037695279
-
-
World Scientific, Singapore
-
Suykens J.A., Gestel T.V., Brabanter J.D., Moor B.D., and Vandewalle J. Least squares support vector machines (2002), World Scientific, Singapore
-
(2002)
Least squares support vector machines
-
-
Suykens, J.A.1
Gestel, T.V.2
Brabanter, J.D.3
Moor, B.D.4
Vandewalle, J.5
-
38
-
-
0033714972
-
-
Tan, Y., Xia, Y., & Wang, J. (2000). Neural network realization of support vector methods for pattern classification. In Proceedings of the international joint conference on neural networks Vol. 6 (pp. 411-415)
-
-
-
-
40
-
-
0003779266
-
-
CRC Press, Boca Raton, FL
-
Utkin V., Guldner J., and Shi J. Sliding mode control in electromechanical systems (1999), CRC Press, Boca Raton, FL
-
(1999)
Sliding mode control in electromechanical systems
-
-
Utkin, V.1
Guldner, J.2
Shi, J.3
-
41
-
-
12344333607
-
Control strategies for timestep selection in finite element simulation of incompressible flows of coupled reaction-convection-diffusion processes
-
Valli A.M.P., Carey G.F., and Coutinho A.L.G.A. Control strategies for timestep selection in finite element simulation of incompressible flows of coupled reaction-convection-diffusion processes. International Journal for Numerical Methods in Fluids 47 (2004) 201-231
-
(2004)
International Journal for Numerical Methods in Fluids
, vol.47
, pp. 201-231
-
-
Valli, A.M.P.1
Carey, G.F.2
Coutinho, A.L.G.A.3
-
42
-
-
1842587663
-
A one-layer recurrent neural network for support vector machine learning
-
Xia Y., and Wang J. A one-layer recurrent neural network for support vector machine learning. IEEE Transactions on Systems, Man and Cybernetics-Part B 34 2 (2004) 1261-1269
-
(2004)
IEEE Transactions on Systems, Man and Cybernetics-Part B
, vol.34
, Issue.2
, pp. 1261-1269
-
-
Xia, Y.1
Wang, J.2
-
45
-
-
0029203540
-
Solving linear programming problems with neural networks: A comparative study
-
Żak S.H., Upatising V., and Hui S. Solving linear programming problems with neural networks: A comparative study. IEEE Transactions on Neural Networks 6 1 (1995) 94-104
-
(1995)
IEEE Transactions on Neural Networks
, vol.6
, Issue.1
, pp. 94-104
-
-
Zak, S.H.1
Upatising, V.2
Hui, S.3
-
46
-
-
0037378238
-
A parallel solver for large quadratic programs in training support vector machines
-
Zanghirati G., and Zanni L. A parallel solver for large quadratic programs in training support vector machines. Parallel Computing 29 (2003) 535-551
-
(2003)
Parallel Computing
, vol.29
, pp. 535-551
-
-
Zanghirati, G.1
Zanni, L.2
|