-
1
-
-
0242695744
-
A digital architecture for Support Vector Machines: Theory, algorithm and FPGA implementation
-
September
-
D. Anguita, A. Boni, S. Ridella, "A digital architecture for Support Vector Machines: theory, algorithm and FPGA implementation", IEEE Transactions on Neural Networks, vol. 14, pp. 993-1009, September 2003.
-
(2003)
IEEE Transactions on Neural Networks
, vol.14
, pp. 993-1009
-
-
Anguita, D.1
Boni, A.2
Ridella, S.3
-
2
-
-
47349099932
-
The effects of Quantization on Support Vector Machines
-
Montreal, Canada, August
-
D. Anguita, G. Bozza, "The effects of Quantization on Support Vector Machines", Proc. of the IEEE Int. Joint Conference on Neural Networks, IJCNN 2005, Montreal, Canada, August 2005.
-
(2005)
Proc. of the IEEE Int. Joint Conference on Neural Networks, IJCNN 2005
-
-
Anguita, D.1
Bozza, G.2
-
3
-
-
51749103340
-
-
D. Anguita, A. Ghio, S. Pischiutta, S. Ridella, A Hardware-friendly Support Vector Machine for Embedded Automotive Applications, Accepted for IEEE Int. Joint Conference on Neural Networks, IJCNN 2007, Orlando, USA, August 2007.
-
D. Anguita, A. Ghio, S. Pischiutta, S. Ridella, "A Hardware-friendly Support Vector Machine for Embedded Automotive Applications", Accepted for IEEE Int. Joint Conference on Neural Networks, IJCNN 2007, Orlando, USA, August 2007.
-
-
-
-
5
-
-
33750130358
-
Feedforward Support Vector Machine Without Multipliers
-
D. Anguita, S. Pischiutta, S. Ridella, D. Sterpi, "Feedforward Support Vector Machine Without Multipliers", IEEE Transactions on Neural Networks, vol. 17, pp. 1328-1331, 2006.
-
(2006)
IEEE Transactions on Neural Networks
, vol.17
, pp. 1328-1331
-
-
Anguita, D.1
Pischiutta, S.2
Ridella, S.3
Sterpi, D.4
-
6
-
-
0033280893
-
Beating the hold-out: Bounds for K-fold and progressive cross-validation
-
A. Blum, A. Kalai, J. Langford, "Beating the hold-out: bounds for K-fold and progressive cross-validation", Proc. of the 12th Conf. on Computational Learning Theory, pp. 203-208, 1999.
-
(1999)
Proc. of the 12th Conf. on Computational Learning Theory
, pp. 203-208
-
-
Blum, A.1
Kalai, A.2
Langford, J.3
-
7
-
-
47349120179
-
-
S. Chakrabartty, G. Cauwenberghs, Sub-microwatt analog VLSI Support Vector Machine for pattern classification and sequence estimation, in Advances In Neural Information Processing Systems, (Chapter 17), Edited by M. I. Jordan, Y. LeCun and S. A. Solla, December 2004.
-
S. Chakrabartty, G. Cauwenberghs, "Sub-microwatt analog VLSI Support Vector Machine for pattern classification and sequence estimation", in "Advances In Neural Information Processing Systems", (Chapter 17), Edited by M. I. Jordan, Y. LeCun and S. A. Solla, December 2004.
-
-
-
-
8
-
-
34249753618
-
Support-vector networks
-
C. Cortes, V. Vapnik, "Support-vector networks", Machine Learning, vol. 27, pp. 273-297, 1991.
-
(1991)
Machine Learning
, vol.27
, pp. 273-297
-
-
Cortes, C.1
Vapnik, V.2
-
9
-
-
0242695713
-
Kerneltron: Support Vector Machines in silicon
-
September
-
R. Genov, G. Cauwenberghs, "Kerneltron: Support Vector Machines in silicon", IEEE Transactions on Neural Networks, vol. 14, pp. 1426-1434, September 2003.
-
(2003)
IEEE Transactions on Neural Networks
, vol.14
, pp. 1426-1434
-
-
Genov, R.1
Cauwenberghs, G.2
-
10
-
-
47349097019
-
Probabilistic and On-line Methods in Machine Learning
-
Tech. Rep. CMU-CS-01-132, Carnegie Mellon University, May
-
A. Kalai, Probabilistic and On-line Methods in Machine Learning, Tech. Rep. CMU-CS-01-132, Carnegie Mellon University, May 2001.
-
(2001)
-
-
Kalai, A.1
-
11
-
-
33846581659
-
An Experimental Study on Pedestrian Classification
-
S. Munder, D.M. Gavrila, "An Experimental Study on Pedestrian Classification", IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 28, pp. 1863-1868, 2006.
-
(2006)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, vol.28
, pp. 1863-1868
-
-
Munder, S.1
Gavrila, D.M.2
-
12
-
-
47349084070
-
-
T. Poggio, S. Mukherjee, R. Rifkin, A. Raklin, A. Verri, b, in Uncertainty in Geometric Computations, (Chapter 11), Edited by J. Winkler, M. Niranjan, October 2002.
-
T. Poggio, S. Mukherjee, R. Rifkin, A. Raklin, A. Verri, "b", in "Uncertainty in Geometric Computations", (Chapter 11), Edited by J. Winkler, M. Niranjan, October 2002.
-
-
-
|