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Volumn 1418, Issue , 1998, Pages 285-297

On the complexity of vlsi-friendly neural networks for classification problems

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; ARTIFICIAL INTELLIGENCE; COMPLEX NETWORKS;

EID: 84958592074     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-64575-6_58     Document Type: Conference Paper
Times cited : (2)

References (22)
  • 2
    • 0031339202 scopus 로고    scopus 로고
    • On Limited Fan-in Optimal Neural Networks
    • SBRN (Goiana, Brazil, 3-5 December, 1997). Also published as Technical Report LA-UR-97-1567, Los Alamos National Laboratories
    • Beiu V., Draghici S., Makaruk H.E. - On Limited Fan-in Optimal Neural Networks, Proc. of the IV Brazilian Symposium on Neural Networks, SBRN (Goiana, Brazil, 3-5 December, 1997). Also published as Technical Report LA-UR-97-1567, Los Alamos National Laboratories, 1997.
    • (1997) Proc. of the IV Brazilian Symposium on Neural Networks
    • Beiu, V.1    Draghici, S.2    Makaruk, H.E.3
  • 3
    • 84864967235 scopus 로고
    • Wattle: A Trainable Gain Analogue VLSI Neural Network
    • Morgan Kaufman, San Mateo, CA
    • Coggins R., M. Jabri, Wattle: A Trainable Gain Analogue VLSI Neural Network, Advances in NIPS 6 (NIPS*93. Denver, CO), Morgan Kaufman, San Mateo, CA, 874-881, 1994.
    • (1994) Advances in NIPS 6 (NIPS*93. Denver, CO) , pp. 874-881
    • Coggins, R.1    Jabri, M.2
  • 4
    • 84958608525 scopus 로고    scopus 로고
    • Entropy based comparison of neural networks for classification
    • WIRN Vietri-sul-mare, 22-24 May, Springer-Verlag, Also published as Technical Report LA-UR-97-483, Los Alamos National Laboratory, 1997
    • Draghici S., Bern, V. - Entropy based comparison of neural networks for classification, in Proc, of The 9-th Italian Workshop on Neural Nets, WIRN Vietri-sul-mare, 22-24 May, Springer-Verlag, 1997. Also published as Technical Report LA-UR-97-483, Los Alamos National Laboratory, 1997.
    • (1997) Proc, of the 9-Th Italian Workshop on Neural Nets
    • Draghici, S.1    Bern, V.2
  • 6
    • 84958608525 scopus 로고    scopus 로고
    • Entropy based comparison of neural networks for classification
    • WIRN Vietri-sul-mare, 22-24 May
    • Draghici S., Beiu V., Entropy based comparison of neural networks for classification, Proc. of The 9-th Italian Workshop on Neural Nets, WIRN Vietri-sul-mare, 22-24 May, 1997.
    • (1997) Proc. of the 9-Th Italian Workshop on Neural Nets
    • Draghici, S.1    Beiu, V.2
  • 8
    • 0029410181 scopus 로고
    • The Effect of Quantization on Multilayer Neural Networks
    • Dundar G., K. Rose, The Effect of Quantization on Multilayer Neural Networks, IEEE Transactions on Neural Networks 6 (6), pp. 1446-1451, 1995.
    • (1995) IEEE Transactions on Neural Networks , vol.6 , Issue.6 , pp. 1446-1451
    • Dundar, G.1    Rose, K.2
  • 11
    • 0011886604 scopus 로고
    • Learning with limited numerical precision using the Cascade-Correlation Algorithm
    • May, Also in IEEE Transactions on Neural Networks, NN-3(4), 602-611, 1992
    • Hohfeld M., S.E. Fahlman, Learning with limited numerical precision using the Cascade-Correlation Algorithm, Tech.Rep. CMU-CS-91-130, School of Comp. Sci. Carnegie Mellon, May 1991. Also in IEEE Transactions on Neural Networks, NN-3(4), 602-611, 1992.
    • (1991) Tech.Rep. CMU-CS-91-130, School of Comp. Sci. Carnegie Mellon
    • Hohfeld, M.1    Fahlman, S.E.2
  • 12
    • 0027053530 scopus 로고
    • Probabilistic rounding in neural networks with limited precision
    • U. Ruckert and J.A. Nossek (eds.), Kyrill & Method Verlag, 1-8, October, Also in Neurocomputing, 4, 291-299, 1992
    • Hohfeld M., S.E. Fahlman, Probabilistic rounding in neural networks with limited precision. In U. Ruckert and J.A. Nossek (eds.): Microelectronics for Neural Networks (Proc. MicroNeuro’91-Munich, Germany), Kyrill & Method Verlag, 1-8, October 1991. Also in Neurocomputing, 4, 291-299, 1992.
    • (1991) Microelectronics for Neural Networks (Proc. MicroNeuro’91-Munich, Germany)
    • Hohfeld, M.1    Fahlman, S.E.2
  • 13
    • 0024880831 scopus 로고
    • Multilayer feedforward networks are universal approximators
    • Homik K., M. Stinchcombe, H. White, Multilayer feedforward networks are universal approximators, Neural Networks, vol. 2, pp. 359-366, 1989.
    • (1989) Neural Networks , vol.2 , pp. 359-366
    • Homik, K.1    Stinchcombe, M.2    White, H.3
  • 14
    • 0027812765 scopus 로고
    • Some new results on neural network approximation
    • Homik K., Some new results on neural network approximation, Neural Networks, vol. 6, pp. 1069-1072, 1993.
    • (1993) Neural Networks , vol.6 , pp. 1069-1072
    • Homik, K.1
  • 15
    • 0000354247 scopus 로고
    • Integer weight neural networks
    • Khan A.H., E.L. Hines, Integer weight neural networks, Electronics Letters, 30 (15), pp. 1237-1238, 1994.
    • (1994) Electronics Letters , vol.30 , Issue.15 , pp. 1237-1238
    • Khan, A.H.1    Hines, E.L.2
  • 16
    • 0029765999 scopus 로고    scopus 로고
    • Integer weight approximation of continuous-weight multilayer feedforward nets
    • Washington DC, June, IEEE Press, New York, NY, 1996
    • Khan A.H., R.G. Wilson, Integer weight approximation of continuous-weight multilayer feedforward nets, Proc. IEEE Int. Conf. on Neura. Networks, vol. 1, pp. 392-397, Washington DC, June 1996, IEEE Press, New York, NY, 1996.
    • (1996) Proc. IEEE Int. Conf. on Neura. Networks , vol.1 , pp. 392-397
    • Khan, A.H.1    Wilson, R.G.2
  • 17
    • 0026627415 scopus 로고
    • Kolmogorov's theorem and multilayer neural networks
    • Kurkova, V. - Kolmogorov's theorem and multilayer neural networks. Neural Networks 5, 501-506, 1992.
    • (1992) Neural Networks , vol.5 , pp. 501-506
    • Kurkova, V.1
  • 18
    • 0027111063 scopus 로고
    • Designing Multilayer Feed forward Neural Networks Using Simplified Activation Functions and One-Power-of-Two Weights
    • Kwan H.K., Tang C.Z., Designing Multilayer Feed forward Neural Networks Using Simplified Activation Functions and One-Power-of-Two Weights. Electronic Letters, 28 (25), pp. 2343-2344, 1992.
    • (1992) Electronic Letters , vol.28 , Issue.25 , pp. 2343-2344
    • Kwan, H.K.1    Tang, C.Z.2
  • 19
    • 0027912064 scopus 로고
    • Multiplierless Multilayer Feedforward Neural Networks Design Suitable for Continuous Input-Output Mapping
    • Kwan H.K., Tang C.Z., Multiplierless Multilayer Feedforward Neural Networks Design Suitable for Continuous Input-Output Mapping, Electronic Letters, 29 (14), pp. 1259-1260, 1993.
    • (1993) Electronic Letters , vol.29 , Issue.14 , pp. 1259-1260
    • Kwan, H.K.1    Tang, C.Z.2
  • 22
    • 0027871311 scopus 로고
    • Multilayer Feedforward Neural Networks with Single Power-of-Two Weights
    • Tang C.Z., H.K. Kwan, Multilayer Feedforward Neural Networks with Single Power-of-Two Weights. IEEE Trans. On Signal Processing, SP-41(8), 2724-2727, 1993.
    • (1993) IEEE Trans. on Signal Processing , vol.41 SP , Issue.8 , pp. 2724-2727
    • Tang, C.Z.1    Kwan, H.K.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.