메뉴 건너뛰기




Volumn , Issue , 2010, Pages 229-232

GPUMLib: A new library to combine Machine Learning algorithms with Graphics Processing Units

Author keywords

GPU computing; Machine learning algorithms

Indexed keywords

BENCHMARK DATASETS; BUILDING BLOCKES; COMPUTATIONAL POWER; DATA PARALLEL; GPU COMPUTING; GRAPHICS PROCESSING UNIT; LARGE AMOUNTS OF DATA; LOW COSTS; MACHINE LEARNING ALGORITHMS; MACHINE-LEARNING; MANY-CORE; OPEN SOURCES; PARALLEL IMPLEMENTATIONS; REAL-WORLD APPLICATION; SCIENTIFIC COMMUNITY;

EID: 78650116887     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/HIS.2010.5600028     Document Type: Conference Paper
Times cited : (18)

References (31)
  • 2
    • 70349425850 scopus 로고    scopus 로고
    • Dlib-ml: A machine learning toolkit
    • D. E. King, "Dlib-ml: A machine learning toolkit," Journal of Machine Learning Research, vol. 10, pp. 1755-1758, 2009.
    • (2009) Journal of Machine Learning Research , vol.10 , pp. 1755-1758
    • King, D.E.1
  • 4
    • 78651250174 scopus 로고    scopus 로고
    • Fast pattern classification of ventricular arrhythmias using graphics processing units
    • Springer
    • N. Lopes and B. Ribeiro, "Fast pattern classification of ventricular arrhythmias using graphics processing units," in Proc. 14th Iberoamerican Conf on Pattern Recognition. Springer, 2009, pp. 603-610.
    • (2009) Proc. 14th Iberoamerican Conf on Pattern Recognition , pp. 603-610
    • Lopes, N.1    Ribeiro, B.2
  • 9
    • 2142662996 scopus 로고    scopus 로고
    • GPU implementation of neural networks
    • DOI 10.1016/j.patcog.2004.01.013, PII S0031320304000524
    • K.-S.-S. Oh and K. Jung, "GPU implementation of neural networks," Pattern Recognition, vol. 37, no. 6, pp. 1311-1314, 2004. (Pubitemid 38549830)
    • (2004) Pattern Recognition , vol.37 , Issue.6 , pp. 1311-1314
    • Oh, K.-S.1    Jung, K.2
  • 10
    • 33745937126 scopus 로고    scopus 로고
    • Artificial neural network computation on graphic process unit
    • 1555903, Proceedings of the International Joint Conference on Neural Networks, IJCNN 2005
    • Z. Luo, H. Liu, and X.Wu, "Artificial neural network computation on graphic process unit," in Proc. of the 2005 Int. Joint Conf. on Neural Networks, vol. 1, 2005, pp. 622-626. (Pubitemid 44055522)
    • (2005) Proceedings of the International Joint Conference on Neural Networks , vol.1 , pp. 622-626
    • Luo, Z.1    Liu, H.2    Wu, X.3
  • 11
    • 26444487548 scopus 로고    scopus 로고
    • Graphics hardware implementation of the Parameter-Less Self-Organising Map
    • Intelligent Data Engineering and Automated Learning - IDEAL 2005: 6th International Conference. Proceedings
    • A. Campbell, E. Berglund, and A. Streit, "Graphics hardware implementation of the parameter-less self-organising map," in Proc. 2005 Intelligent Data Engineering and Automated Learning. Springer, 2005, pp. 343-350. (Pubitemid 41431680)
    • (2005) Lecture Notes in Computer Science , vol.3578 , pp. 343-350
    • Campbell, A.1    Berglund, E.2    Streit, A.3
  • 12
    • 26844473089 scopus 로고    scopus 로고
    • Parallel genetic algorithms on programmable graphics hardware
    • Advances in Natural Computation: First International Conference, ICNC 2005. Proceedings
    • Q. Yu, C. Chen, and Z. Pan, "Parallel genetic algorithms on programmable graphics hardware," in Proc. of the 1st Int. Conf. on Advances in Natural Computation. Springer, 2005, pp. 1051-1059. (Pubitemid 41449684)
    • (2005) Lecture Notes in Computer Science , vol.3612 , Issue.PART III , pp. 1051-1059
    • Yu, Q.1    Chen, C.2    Pan, Z.3
  • 23
    • 56749102367 scopus 로고    scopus 로고
    • Implementing decision trees and forests on a GPU
    • Springer
    • T. Sharp, "Implementing decision trees and forests on a GPU," in Proc. 10th European Conf. on Computer Vision. Springer, 2008, pp. 595-608.
    • (2008) Proc. 10th European Conf. on Computer Vision , pp. 595-608
    • Sharp, T.1
  • 24
    • 57749111737 scopus 로고    scopus 로고
    • Radial basis function networks GPUbased implementation
    • A. Brandstetter and A. Artusi, "Radial basis function networks GPUbased implementation," IEEE Transactions on Neural Networks, vol. 19, no. 12, pp. 2150-2154, 2008.
    • (2008) IEEE Transactions on Neural Networks , vol.19 , Issue.12 , pp. 2150-2154
    • Brandstetter, A.1    Artusi, A.2
  • 25
    • 68149182671 scopus 로고    scopus 로고
    • A configurable simulation environment for the efficient simulation of large-scale spiking neural networks on graphics processors
    • J. M. Nageswaran, N. Dutt, J. L. Krichmar, A. Nicolau, and A. V. Veidenbaum, "A configurable simulation environment for the efficient simulation of large-scale spiking neural networks on graphics processors," Neural Networks, vol. 22, no. 5-6, pp. 791-800, 2009.
    • (2009) Neural Networks , vol.22 , Issue.5-6 , pp. 791-800
    • Nageswaran, J.M.1    Dutt, N.2    Krichmar, J.L.3    Nicolau, A.4    Veidenbaum, A.V.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.