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Volumn 18, Issue 5, 2007, Pages 1488-1504

Neural network implementation using bit streams

Author keywords

Artificial neural networks (ANNs); Neural network (NN) implementation

Indexed keywords

ARTIFICIAL INTELLIGENCE; DISTRIBUTED COMPUTER SYSTEMS; FUNCTIONAL ANALYSIS; PARALLEL PROCESSING SYSTEMS;

EID: 34548625822     PISSN: 10459227     EISSN: None     Source Type: Journal    
DOI: 10.1109/TNN.2007.895822     Document Type: Article
Times cited : (29)

References (22)
  • 2
    • 0029341841 scopus 로고
    • Neural network implementation using a single MOST per synapse
    • Jul
    • D. E. Johnson, J. S. Marsland, and W. Eccleston, "Neural network implementation using a single MOST per synapse," IEEE Trans. Neural Netw., vol. 6, no. 4, pp. 1008-1011, Jul. 1995.
    • (1995) IEEE Trans. Neural Netw , vol.6 , Issue.4 , pp. 1008-1011
    • Johnson, D.E.1    Marsland, J.S.2    Eccleston, W.3
  • 3
    • 0032689578 scopus 로고    scopus 로고
    • Analog implementation of pulse-coupled neural networks
    • May
    • Y. Ota and B. Wilamowski, "Analog implementation of pulse-coupled neural networks," IEEE Trans. Neural Netw., vol. 10, no. 3, pp. 539-544, May 1999.
    • (1999) IEEE Trans. Neural Netw , vol.10 , Issue.3 , pp. 539-544
    • Ota, Y.1    Wilamowski, B.2
  • 4
    • 0032680010 scopus 로고    scopus 로고
    • PCNN models and applications
    • May
    • J. L. Johnson and M. L. Padgett, "PCNN models and applications," IEEE Trans. Neural Netw., vol. 10, no. 3, pp. 480-498, May 1999.
    • (1999) IEEE Trans. Neural Netw , vol.10 , Issue.3 , pp. 480-498
    • Johnson, J.L.1    Padgett, M.L.2
  • 5
    • 0028464808 scopus 로고
    • Novel heterostructure device for electronic pulse-mode neural circuits
    • Jul
    • C. Song and K. P. Roenker, "Novel heterostructure device for electronic pulse-mode neural circuits," IEEE Trans. Neural Netw., vol. 5, no. 4, pp. 663-665, Jul. 1994.
    • (1994) IEEE Trans. Neural Netw , vol.5 , Issue.4 , pp. 663-665
    • Song, C.1    Roenker, K.P.2
  • 6
    • 0029389703 scopus 로고
    • A performance analysis of pulse stream neural and fuzzy computing systems
    • Oct
    • L. Reyneri, "A performance analysis of pulse stream neural and fuzzy computing systems," IEEE Trans. Circuits Syst. II, Analog Digit. Signal Process., vol. 42, no. 10, pp. 642-660, Oct. 1995.
    • (1995) IEEE Trans. Circuits Syst. II, Analog Digit. Signal Process , vol.42 , Issue.10 , pp. 642-660
    • Reyneri, L.1
  • 8
    • 0032683138 scopus 로고    scopus 로고
    • Frequency-based multilayer neural network with on-chip learning and enhanced neuron characteristics
    • May
    • H. Hikawa, "Frequency-based multilayer neural network with on-chip learning and enhanced neuron characteristics," IEEE Trans. Neural Netw., vol. 10, no. 3, pp. 545-553, May 1999.
    • (1999) IEEE Trans. Neural Netw , vol.10 , Issue.3 , pp. 545-553
    • Hikawa, H.1
  • 9
    • 0037844839 scopus 로고    scopus 로고
    • FPGA implementation of a pulse density neural network with learning ability using simultaneous perturbation
    • May
    • Y. Maeda and T. Tada, "FPGA implementation of a pulse density neural network with learning ability using simultaneous perturbation," IEEE Trans. Neural Netw., vol. 14, no. 3, pp. 688-695, May 2003.
    • (2003) IEEE Trans. Neural Netw , vol.14 , Issue.3 , pp. 688-695
    • Maeda, Y.1    Tada, T.2
  • 10
    • 0037279954 scopus 로고    scopus 로고
    • A new digital pulse-mode neuron with adjustable activation function
    • Jan
    • H. Hikawa, "A new digital pulse-mode neuron with adjustable activation function," IEEE Trans. Neural Netw., vol. 14, no. 1, pp. 236-242, Jan. 2003.
    • (2003) IEEE Trans. Neural Netw , vol.14 , Issue.1 , pp. 236-242
    • Hikawa, H.1
  • 11
    • 0242657916 scopus 로고    scopus 로고
    • A digital hardware pulse-mode neuron with piecewise linear activation function
    • Sep
    • H. Hikawa, "A digital hardware pulse-mode neuron with piecewise linear activation function," IEEE Trans. Neural Netw., vol. 14, no. 5, pp. 1028-1037, Sep. 2003.
    • (2003) IEEE Trans. Neural Netw , vol.14 , Issue.5 , pp. 1028-1037
    • Hikawa, H.1
  • 12
    • 0036859658 scopus 로고    scopus 로고
    • Deterministic bit-stream digital neurons
    • Nov
    • D. Braendler, T. Hendtlass, and P. O'Donoghue, "Deterministic bit-stream digital neurons," IEEE Trans. Neural Netw., vol. 13, no. 6, pp. 1514-1525, Nov. 2002.
    • (2002) IEEE Trans. Neural Netw , vol.13 , Issue.6 , pp. 1514-1525
    • Braendler, D.1    Hendtlass, T.2    O'Donoghue, P.3
  • 13
    • 28344446251 scopus 로고    scopus 로고
    • Simultaneous perturbation learning rule for recurrent neural networks and its FPGA implementation
    • Nov
    • Y. Maeda and M. Wakamura, "Simultaneous perturbation learning rule for recurrent neural networks and its FPGA implementation," IEEE Trans. Neural Netw., vol. 16, no. 6, pp. 1664-1672, Nov. 2005.
    • (2005) IEEE Trans. Neural Netw , vol.16 , Issue.6 , pp. 1664-1672
    • Maeda, Y.1    Wakamura, M.2
  • 16
    • 0023363236 scopus 로고
    • An analysis of nonlinear behavior in delta - Sigma modulators
    • Jun
    • S. Ardalan and J. Paulos, "An analysis of nonlinear behavior in delta - Sigma modulators," IEEE Trans. Circuits Syst., vol. CAS-34, no. 6, pp. 593-603, Jun. 1987.
    • (1987) IEEE Trans. Circuits Syst , vol.CAS-34 , Issue.6 , pp. 593-603
    • Ardalan, S.1    Paulos, J.2
  • 17
    • 0024054575 scopus 로고
    • The structure of the limit cycles in sigma delta modulation
    • Aug
    • V. Friedman, "The structure of the limit cycles in sigma delta modulation," IEEE Trans. Commun., vol. COMM-36, no. 8, pp. 972-979, Aug. 1988.
    • (1988) IEEE Trans. Commun , vol.COMM-36 , Issue.8 , pp. 972-979
    • Friedman, V.1
  • 18
    • 0025519836 scopus 로고
    • Quantization noise spectra
    • Nov
    • R. M. Gray, "Quantization noise spectra," IEEE Trans. Inf. Theory vol. 36, no. 6, pp. 1220-1244, Nov. 1990.
    • (1990) IEEE Trans. Inf. Theory , vol.36 , Issue.6 , pp. 1220-1244
    • Gray, R.M.1
  • 20
    • 0027635346 scopus 로고
    • On the stability of sigma delta modulators
    • Jul
    • S. Hein and A. Zakhor, "On the stability of sigma delta modulators," IEEE Trans. Signal Process., vol. 41, no. 7, pp. 2322-2348, Jul. 1993.
    • (1993) IEEE Trans. Signal Process , vol.41 , Issue.7 , pp. 2322-2348
    • Hein, S.1    Zakhor, A.2
  • 21
    • 0029694490 scopus 로고    scopus 로고
    • An overview of sigma-delta converters
    • Jan
    • P. M. Aziz, H. V. Sorensen, and J. Spiegel, "An overview of sigma-delta converters," IEEE Signal Process. Mag., vol. 13, no. 1, pp. 61-84, Jan. 1996.
    • (1996) IEEE Signal Process. Mag , vol.13 , Issue.1 , pp. 61-84
    • Aziz, P.M.1    Sorensen, H.V.2    Spiegel, J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.