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Volumn 45, Issue 9, 1996, Pages 1045-1049

Sigmoid generators for neural computing using piecewise approximations

Author keywords

Error analysis; Hardware for twos complement notation; Neural networks; Nonlinear function generators; Piecewise approximations; Sigmoid function

Indexed keywords

APPROXIMATION THEORY; CALCULATIONS; COMPUTATIONAL METHODS; COMPUTER HARDWARE; ERROR ANALYSIS; FUNCTION GENERATORS; NUMBER THEORY; PIECEWISE LINEAR TECHNIQUES; TABLE LOOKUP;

EID: 0030246261     PISSN: 00189340     EISSN: None     Source Type: Journal    
DOI: 10.1109/12.537127     Document Type: Article
Times cited : (91)

References (7)
  • 2
    • 0027557033 scopus 로고
    • Finite Precision Error Analysis of Neural Network Hardware Implementations
    • Mar.
    • J.L. Holt and J.N. Hwang, "Finite Precision Error Analysis of Neural Network Hardware Implementations," IEEE Trans. Computers, vol. 42, no. 3, pp. 281-290, Mar. 1993.
    • (1993) IEEE Trans. Computers , vol.42 , Issue.3 , pp. 281-290
    • Holt, J.L.1    Hwang, J.N.2
  • 3
    • 0000144709 scopus 로고
    • Implementation Issues of Sigmoid Function and its Derivative for VLSI Digital Neural Networks
    • May
    • P. Murtagh and A.C. Tsoi, "Implementation Issues of Sigmoid Function and its Derivative for VLSI Digital Neural Networks," IEE Proc.-E, vol. 139, no.3, May 1992.
    • (1992) IEE Proc.-E , vol.139 , Issue.3
    • Murtagh, P.1    Tsoi, A.C.2
  • 4
    • 0024766094 scopus 로고
    • Efficient Implementation of Piecewise Linear Activation Function for Digital VLSI Neural Networks
    • Nov.
    • D.J. Myers and G. Storti-Gajani, "Efficient Implementation of Piecewise Linear Activation Function for Digital VLSI Neural Networks," Electronics Letter, vol. 25, no.24, pp. 1,662-1,663, Nov., 1989.
    • (1989) Electronics Letter , vol.25 , Issue.24
    • Myers, D.J.1    Storti-Gajani, G.2
  • 5
    • 0026397798 scopus 로고
    • Simple Approximation of Sigmoid Functions: Realistic Design of Digital VLSI Neural Networks
    • C. Alippi and G. Storti-Gajani, "Simple Approximation of Sigmoid Functions: Realistic Design of Digital VLSI Neural Networks," Proc. IEEE Int'l Symp. Circuits and Systems, pp. 1,505-1,508, 1991.
    • (1991) Proc. IEEE Int'l Symp. Circuits and Systems
    • Alippi, C.1    Storti-Gajani, G.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.