메뉴 건너뛰기




Volumn 38, Issue 9, 1991, Pages 1030-1042

Steadystate Analysis of a Single-Layer Perceptron Based on a System Identification Model with Bias Terms

Author keywords

[No Author keywords available]

Indexed keywords

LEARNING SYSTEMS; MATHEMATICAL TECHNIQUES - CONVERGENCE OF NUMERICAL METHODS; PROBABILITY - RANDOM PROCESSES; SIGNAL FILTERING AND PREDICTION; SIGNAL PROCESSING;

EID: 0026220795     PISSN: 00984094     EISSN: None     Source Type: Journal    
DOI: 10.1109/31.83874     Document Type: Article
Times cited : (28)

References (17)
  • 1
    • 0023331258 scopus 로고
    • An introduction to computing with neural nets
    • Apr.
    • R.P. Lippmann, “An introduction to computing with neural nets,” IEEE ASSP Mag., vol. 4, pp. 4–22, Apr. 1987.
    • (1987) IEEE ASSP Mag. , vol.4 , pp. 4-22
    • Lippmann, R.P.1
  • 5
    • 0025503505 scopus 로고
    • Convergence properties and stationary points of a perceptron learning algorithm
    • Oct.
    • J.J. Shynk and S. Roy, “Convergence properties and stationary points of a perceptron learning algorithm,” Proc. IEEE, vol. 78, pp. 1599–1604, Oct. 1990.
    • (1990) Proc. IEEE , vol.78 , pp. 1599-1604
    • Shynk, J.J.1    Roy, S.2
  • 6
    • 84942840538 scopus 로고
    • A perceptron convergence model for Gaussian input signals
    • Sept.
    • J.J. Shynk, “A perceptron convergence model for Gaussian input signals,” in Proc. European Signal Processing Conf., pp. 1619–1622, Sept. 1990.
    • (1990) Proc. European Signal Processing Conf. , pp. 1619-1622
    • Shynk, J.J.1
  • 7
    • 0026401116 scopus 로고
    • Convergence analysis of a single-layer perceptron based on a system identification model
    • Systems, Computers, Nov.
    • J.J. Shynk and N.J. Bershad, “Convergence analysis of a single-layer perceptron based on a system identification model,” in Proc. 24th Asilomar Conf. Signals, Systems, Computers, pp. 1003–1008, Nov. 1990.
    • (1990) Proc. 24th Asilomar Conf. Signals , pp. 1003-1008
    • Shynk, J.J.1    Bershad, N.J.2
  • 8
    • 0023998698 scopus 로고
    • On error saturation nonlinearities in LMS adaptation
    • Apr.
    • N.J. Bershad, “On error saturation nonlinearities in LMS adaptation,” IEEE Trans. Acoust., Speech, Signal Processing, vol. ASSP-36, pp. 440–452, Apr. 1988.
    • (1988) IEEE Trans. Acoust., Speech, Signal Processing , vol.ASSP-36 , pp. 440-452
    • Bershad, N.J.1
  • 10
    • 84937352287 scopus 로고
    • A useful theorem for nonlinear devices having Gaussian inputs
    • June
    • R. Price, “A useful theorem for nonlinear devices having Gaussian inputs,” IRE Trans. Inform. Theory, vol. IT-4, pp. 69–72, June 1958.
    • (1958) IRE Trans. Inform. Theory , vol.IT-4 , pp. 69-72
    • Price, R.1
  • 11
    • 84933838941 scopus 로고
    • An extension of Price's theorem
    • Apr.
    • E.L. McMahon, “An extension of Price's theorem,” IEEE Trans. Inform. Theory, vol. IT-10, p. 168, Apr. 1964.
    • (1964) IEEE Trans. Inform. Theory , vol.IT-10 , pp. 168
    • McMahon, E.L.1
  • 12
    • 0038185547 scopus 로고
    • A modified version of Price's theorem
    • Apr.
    • R.F. Pawula, “A modified version of Price's theorem,” IEEE Trans. Inform. Theory, vol. IT-13, pp. 285–288, Apr. 1967.
    • (1967) IEEE Trans. Inform. Theory , vol.IT-13 , pp. 285-288
    • Pawula, R.F.1
  • 13
    • 0024749293 scopus 로고
    • Nonlinear quantization effects in the LMS and block LMS adaptive algorithms-A comparison
    • Oct.
    • N.J. Bershad, “Nonlinear quantization effects in the LMS and block LMS adaptive algorithms-A comparison,” IEEE Trans. Acoust., Speech, Signal Processing, vol. ASSP-37, pp. 1504–1512, Oct. 1989.
    • (1989) IEEE Trans. Acoust., Speech, Signal Processing , vol.ASSP-37 , pp. 1504-1512
    • Bershad, N.J.1
  • 14
    • 0025414696 scopus 로고
    • On weight update saturation nonlinearities in LMS adaptation
    • Apr.
    • N.J. Bershad, “On weight update saturation nonlinearities in LMS adaptation,” IEEE Trans. Acoust., Speech, Signal Processing, vol. ASSP-38, pp. 623–630, Apr. 1990.
    • (1990) IEEE Trans. Acoust., Speech, Signal Processing , vol.ASSP-38 , pp. 623-630
    • Bershad, N.J.1
  • 15
    • 0025482216 scopus 로고
    • Performance surfaces of a single-layer perceptron
    • Sept.
    • J.J. Shynk, “Performance surfaces of a single-layer perceptron,” IEEE Trans. Neural Networks, vol. 1, pp. 268–274, Sept. 1990.
    • (1990) IEEE Trans. Neural Networks , vol.1 , pp. 268-274
    • Shynk, J.J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.