메뉴 건너뛰기




Volumn , Issue , 2014, Pages 7510-7514

X1000 real-time phoneme recognition VLSI using feed-forward deep neural networks

Author keywords

Deep neural network; fixed point optimization; phoneme recognition; VLSI

Indexed keywords

SPEECH RECOGNITION; THROUGHPUT;

EID: 84905216479     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2014.6855060     Document Type: Conference Paper
Times cited : (45)

References (17)
  • 1
    • 33745805403 scopus 로고    scopus 로고
    • A fast learning algorithm for deep belief nets
    • July
    • G. E. Hinton, S. Osindero, and Y.-W. Teh, "A fast learning algorithm for deep belief nets, " Neural Comput., vol. 18, no. 7, pp. 1527-1554, July 2006.
    • (2006) Neural Comput. , vol.18 , Issue.7 , pp. 1527-1554
    • Hinton, G.E.1    Osindero, S.2    Teh, Y.-W.3
  • 2
    • 33746600649 scopus 로고    scopus 로고
    • Reducing the dimensionality of data with neural networks
    • July
    • G. E. Hinton and R. R. Salakhutdinov, "Reducing the dimensionality of data with neural networks, " Science, vol. 313, no. 5786, pp. 504-507, July 2006.
    • (2006) Science , vol.313 , Issue.5786 , pp. 504-507
    • Hinton, G.E.1    Salakhutdinov, R.R.2
  • 5
    • 0025532312 scopus 로고
    • A VLSI architecture for high-performance, low-cost, on-chip learning
    • June
    • D. Hammerstrom, "A VLSI architecture for high-performance, low-cost, on-chip learning, " in Proc. Int. Joint Conf. Neural Networks (IJCNN'90), June 1990, vol. 2, pp. 537-544.
    • (1990) Proc. Int. Joint Conf. Neural Networks (IJCNN'90) , vol.2 , pp. 537-544
    • Hammerstrom, D.1
  • 7
    • 0027871311 scopus 로고
    • Multilayer feedforward neural networks with single powers-of-two weights
    • Aug
    • C. Z. Tang and H. K. Kwan, "Multilayer feedforward neural networks with single powers-of-two weights, " IEEE Trans. Signal Process., vol. 41, no. 8, pp. 2724-2727, Aug. 1993.
    • (1993) IEEE Trans. Signal Process. , vol.41 , Issue.8 , pp. 2724-2727
    • Tang, C.Z.1    Kwan, H.K.2
  • 9
    • 33947385783 scopus 로고    scopus 로고
    • Hardware implementation of a realtime neural network controller with a DSP and an FPGA for nonlinear systems
    • Feb
    • S. Jung and S. S. Kim, "Hardware implementation of a realtime neural network controller with a DSP and an FPGA for nonlinear systems, " IEEE Trans. Ind. Electron., vol. 54, no. 1, pp. 265-271, Feb. 2007.
    • (2007) IEEE Trans. Ind. Electron. , vol.54 , Issue.1 , pp. 265-271
    • Jung, S.1    Kim, S.S.2
  • 10
    • 78649481350 scopus 로고    scopus 로고
    • Artificial neural networks in hardware: A survey of two decades of progress
    • Dec
    • J. Misra and I. Saha, "Artificial neural networks in hardware: A survey of two decades of progress, " Neurocomputing, vol. 74, no. 1-3, pp. 239-255, Dec. 2010.
    • (2010) Neurocomputing , vol.74 , Issue.1-3 , pp. 239-255
    • Misra, J.1    Saha, I.2
  • 11
    • 84876904961 scopus 로고    scopus 로고
    • Neural CMOS-integrated circuit and its application to data classification
    • May
    • I. C. Goknar, M. Yildiz, S. Minaei, and E. Deniz, "Neural CMOS-integrated circuit and its application to data classification, " IEEE Trans. Neural Netw. Learn. Syst., vol. 23, no. 5, pp. 717-724, May 2012.
    • (2012) IEEE Trans. Neural Netw. Learn. Syst. , vol.23 , Issue.5 , pp. 717-724
    • Goknar, I.C.1    Yildiz, M.2    Minaei, S.3    Deniz, E.4
  • 12
    • 0029511054 scopus 로고
    • Simulation-based word-length optimization method for fixed-point digital signal processing systems
    • Dec
    • W. Sung and K.-I. Kum, "Simulation-based word-length optimization method for fixed-point digital signal processing systems, " IEEE Trans. Signal Process., vol. 43, no. 12, pp. 3087-3090, Dec. 1995.
    • (1995) IEEE Trans. Signal Process. , vol.43 , Issue.12 , pp. 3087-3090
    • Sung, W.1    Kum, K.-I.2
  • 13
    • 0025591476 scopus 로고
    • Weight discretization paradigm for optical neural networks
    • 12-16 April. International Society for Optics and Photonics
    • E. Fiesler, A. Choudry, and H. J. Caulfield, "Weight discretization paradigm for optical neural networks, " in The Hague'90, 12-16 April. International Society for Optics and Photonics, 1990, pp. 164-173.
    • (1990) The Hague'90 , pp. 164-173
    • Fiesler, E.1    Choudry, A.2    Caulfield, H.J.3
  • 15
    • 0031268931 scopus 로고    scopus 로고
    • Bidirectional recurrent neural networks
    • Nov
    • M. Schuster and K. K. Paliwal, "Bidirectional recurrent neural networks, " IEEE Trans. Signal Process., vol. 45, no. 11, pp. 2673-2681, Nov. 1997.
    • (1997) IEEE Trans. Signal Process. , vol.45 , Issue.11 , pp. 2673-2681
    • Schuster, M.1    Paliwal, K.K.2
  • 16
    • 0024768209 scopus 로고
    • Speaker-independent phone recognition using hidden Markov models
    • Nov
    • K.-F. Lee and H.-W. Hon, "Speaker-independent phone recognition using hidden Markov models, " IEEE Trans. Audio, Speech, Lang. Process., vol. 37, no. 11, pp. 1641-1648, Nov. 1989.
    • (1989) IEEE Trans. Audio, Speech, Lang. Process. , vol.37 , Issue.11 , pp. 1641-1648
    • Lee, K.-F.1    Hon, H.-W.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.