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Volumn 3973 LNCS, Issue , 2006, Pages 1319-1327

An efficient hardware architecture for a neural network activation function generator

Author keywords

[No Author keywords available]

Indexed keywords

APPROXIMATION THEORY; FUNCTION GENERATORS; GENETIC ALGORITHMS; NEURAL NETWORKS; POLYNOMIALS;

EID: 33745899311     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11760191_192     Document Type: Conference Paper
Times cited : (38)

References (17)
  • 1
    • 0028387642 scopus 로고
    • Neural networks: Applications in industry, business and science
    • Widrow, B., Rumelhart, D.E., Lehr, M.A.: Neural Networks: Applications in Industry, Business and Science. Communications of the ACM 37 (1994) 93-105
    • (1994) Communications of the ACM , vol.37 , pp. 93-105
    • Widrow, B.1    Rumelhart, D.E.2    Lehr, M.A.3
  • 4
    • 0036577054 scopus 로고    scopus 로고
    • ULSI architectures for artificial neural aetworks
    • Ruckert, U.: ULSI Architectures for Artificial Neural Aetworks. IEEE Micro 22 (2002) 10-19
    • (2002) IEEE Micro , vol.22 , pp. 10-19
    • Ruckert, U.1
  • 5
    • 0035989190 scopus 로고    scopus 로고
    • On the capabilities of neural networks using limited precision weights
    • Draghici, S.: On the Capabilities of Neural Networks using Limited Precision Weights. Neural Networks 15 (2002) 395 - 414
    • (2002) Neural Networks , vol.15 , pp. 395-414
    • Draghici, S.1
  • 6
    • 0027557033 scopus 로고
    • Finite precision error analysis of neural network hardware implementations
    • Holt, J., Hwang, J,: Finite Precision Error Analysis of Neural Network Hardware Implementations. IEEE Transactions on Computers 42 (1993) 280 - 291
    • (1993) IEEE Transactions on Computers , vol.42 , pp. 280-291
    • Holt, J.1    Hwang, J.2
  • 8
    • 0024766094 scopus 로고
    • Efficient implementation of piecewise linear activation function for digital VLSI neural networks
    • Myers, D.J. and Hutchinson, R.A: Efficient Implementation of Piecewise Linear Activation Function for Digital VLSI Neural Networks. Electronics Letters 25 (1989) 1662-1663
    • (1989) Electronics Letters , vol.25 , pp. 1662-1663
    • Myers, D.J.1    Hutchinson, R.A.2
  • 10
    • 0031351285 scopus 로고    scopus 로고
    • Piecewise linear approximation applied to non-linear function of a neural network
    • Amin, H., Curtis, K., Hayes Gill, B.: Piecewise Linear Approximation applied to Non-Linear Function of a Neural Network. IEE Proceedings Circuits, Devices and Systems 144 (1997) 313 - 317
    • (1997) IEE Proceedings Circuits, Devices and Systems , vol.144 , pp. 313-317
    • Amin, H.1    Curtis, K.2    Hayes Gill, B.3
  • 12
    • 21644450306 scopus 로고    scopus 로고
    • Digital hardware implementation of sigmoid function and its derivative for artificial neural networks
    • Rabat, Morocco
    • Faiedh, H., Gafsi, Z., Besbes, K.: Digital Hardware Implementation of Sigmoid Function and its Derivative for Artificial Neural Networks. In: Proceedings, of the 13th International Conference on Microelectronics, Rabat, Morocco (2001) 189 - 192
    • (2001) Proceedings, of the 13th International Conference on Microelectronics , pp. 189-192
    • Faiedh, H.1    Gafsi, Z.2    Besbes, K.3
  • 13
    • 1542791539 scopus 로고    scopus 로고
    • Approximation of sigmoid function and the derivative for hardware implementation of artificial neurons
    • Basterretxea, K., Tarela, J., del Campo, I.: Approximation of Sigmoid Function and the Derivative for Hardware Implementation of Artificial Neurons. IEE Proceedings of Circuits, Devices and Systems 151 (2004) 18-24
    • (2004) IEE Proceedings of Circuits, Devices and Systems , vol.151 , pp. 18-24
    • Basterretxea, K.1    Tarela, J.2    Del Campo, I.3
  • 14
    • 0347410661 scopus 로고    scopus 로고
    • Efficient digital implementation of the sigmoid function for reprogrammable logic
    • Tommiska, M.: Efficient Digital Implementation of the Sigmoid Function for Reprogrammable Logic. IEE Proceedings Computers and Digital Techniques 150 (2003) 403 - 411
    • (2003) IEE Proceedings Computers and Digital Techniques , vol.150 , pp. 403-411
    • Tommiska, M.1
  • 15


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.