메뉴 건너뛰기




Volumn 20, Issue 4, 2012, Pages 750-754

Analog implementation of a novel resistive-type sigmoidal neuron

Author keywords

Activation function; analog neuron; sigmoid function; sigmoidal neuron

Indexed keywords

ACTIVATION FUNCTIONS; ANALOG IMPLEMENTATION; BIASING VOLTAGES; CMOS TECHNOLOGY; HARDWARE IMPLEMENTATIONS; NEURON CIRCUITS; OUTPUT STAGES; RESISTIVE TYPE; SATURATION REGION; SIGMOID FUNCTION;

EID: 84859005353     PISSN: 10638210     EISSN: None     Source Type: Journal    
DOI: 10.1109/TVLSI.2011.2109404     Document Type: Article
Times cited : (84)

References (23)
  • 1
    • 47849093494 scopus 로고    scopus 로고
    • Analog neural network implementation for a real-time surface classification application
    • Aug.
    • L. Gatet, H. T. Beteille, and M. Lescure, "Analog neural network implementation for a real-time surface classification application," IEEE Sensors J., vol. 8, no. 8, pp. 1413-1421, Aug. 2008.
    • (2008) IEEE Sensors J. , vol.8 , Issue.8 , pp. 1413-1421
    • Gatet, L.1    Beteille, H.T.2    Lescure, M.3
  • 2
    • 34047181683 scopus 로고    scopus 로고
    • A pyramidal neural network for visual pattern recognition
    • DOI 10.1109/TNN.2006.884677
    • S. L. Phung and A. Bouzerdoum, "A pyramidal neural network for visual pattern recognition," IEEE Trans. Neural Netw., vol. 18, no. 2, pp. 329-343, Mar. 2007. (Pubitemid 46522560)
    • (2007) IEEE Transactions on Neural Networks , vol.18 , Issue.2 , pp. 329-343
    • Phung, S.L.1    Bouzerdoum, A.2
  • 3
    • 33747081982 scopus 로고    scopus 로고
    • A fully automated recurrent neural network for unknown dynamic system identification and control
    • Jun.
    • J. S.Wang and Y. P. Chen, "A fully automated recurrent neural network for unknown dynamic system identification and control," IEEE Trans. Circuits Syst. I, Reg. Papers, vol. 53, no. 6, pp. 1363-1372, Jun. 2006.
    • (2006) IEEE Trans. Circuits Syst. I, Reg. Papers , vol.53 , Issue.6 , pp. 1363-1372
    • Wang, J.S.1    Chen, Y.P.2
  • 5
    • 0029747437 scopus 로고    scopus 로고
    • A modular architecture for hybrid vlsi neural networks and its application in a smart photosensor
    • Jun.
    • H. Djahanshahi, M. Ahmadi, G. A. Jullien, and W. C. Miller, "A modular architecture for hybrid VLSI neural networks and its application in a smart photosensor," in Proc. IEEE Int. Conf. Neural Netw., Jun. 1996, vol. 2, pp. 868-873.
    • (1996) Proc. IEEE Int. Conf. Neural Netw. , vol.2 , pp. 868-873
    • Djahanshahi, H.1    Ahmadi, M.2    Jullien, G.A.3    Miller, W.C.4
  • 6
    • 1542791539 scopus 로고    scopus 로고
    • Approximation of sigmoid function and the derivative for hardware implementation of artificial neurons
    • Feb.
    • K. Basterretxea, J. M. Tarela, and I. Del Campo, "Approximation of sigmoid function and the derivative for hardware implementation of artificial neurons," IEE Proc.-Circuits, Devices Syst., vol. 151, no. 1, pp. 18-24, Feb. 2004.
    • (2004) IEE Proc.-Circuits, Devices Syst. , vol.151 , Issue.1 , pp. 18-24
    • Basterretxea, K.1    Tarela, J.M.2    Del Campo, I.3
  • 7
    • 0347410661 scopus 로고    scopus 로고
    • Efficient digital implementation of the sigmoid function for reprogrammable logic
    • Nov.
    • M. T. Tommiska, "Efficient digital implementation of the sigmoid function for reprogrammable logic," IEE Proc. Comput. Digit. Techn., vol. 150, no. 6, pp. 403-411, Nov. 2003.
    • (2003) IEE Proc. Comput. Digit. Techn. , vol.150 , Issue.6 , pp. 403-411
    • Tommiska, M.T.1
  • 9
    • 34250827744 scopus 로고
    • Implementing neural architectures using analog vlsi circuits
    • May
    • M. A. C. Maher, S. P. Deweerth, M. A. Mahowald, and C. A. Mead, "Implementing neural architectures using analog VLSI circuits," IEEE Trans. Circuits Syst, vol. 36, no. 5, pp. 643-652, May 1989.
    • (1989) IEEE Trans. Circuits Syst , vol.36 , Issue.5 , pp. 643-652
    • Maher, M.A.C.1    Deweerth, S.P.2    Mahowald, M.A.3    Mead, C.A.4
  • 17
    • 0034250277 scopus 로고    scopus 로고
    • Sensitivity study and improvements on a nonlinear resistive-type neuron circuit
    • Aug.
    • H. Djahanshahi, M. Ahmadi, G. A. Jullien, and W. C. Miller, "Sensitivity study and improvements on a nonlinear resistive-type neuron circuit," IEE Proc.-Circuits, Devices Syst., vol. 147, no. 4, pp. 237-242, Aug. 2000.
    • (2000) IEE Proc.-Circuits, Devices Syst. , vol.147 , Issue.4 , pp. 237-242
    • Djahanshahi, H.1    Ahmadi, M.2    Jullien, G.A.3    Miller, W.C.4
  • 18
    • 47149084750 scopus 로고    scopus 로고
    • Robust low-sensitivity adaline neuron based on continuous valued number system
    • Apr.
    • M. Mirhassani, M. Ahmadi, and G. A. Jullien, "Robust low-sensitivity adaline neuron based on continuous valued number system," J. Analog Integr. Circuits Signal Process., vol. 56, pp. 223-231, Apr. 2008.
    • (2008) J. Analog Integr. Circuits Signal Process. , vol.56 , pp. 223-231
    • Mirhassani, M.1    Ahmadi, M.2    Jullien, G.A.3
  • 19
    • 63049093583 scopus 로고    scopus 로고
    • Comparison between analog and digital neural network implementations for range-finding applications
    • Mar.
    • L. Gatet, H. T. Beteille, and F. Bony, "Comparison between analog and digital neural network implementations for range-finding applications," IEEE Trans. Neural Netw., vol. 20, no. 3, pp. 460-470, Mar. 2009.
    • (2009) IEEE Trans. Neural Netw. , vol.20 , Issue.3 , pp. 460-470
    • Gatet, L.1    Beteille, H.T.2    Bony, F.3
  • 20
    • 33750125702 scopus 로고    scopus 로고
    • Biologically plausible vlsi neural network implementation with asynchronous neuron and spike-based synapse
    • Aug.
    • II. S. Han, "Biologically plausible VLSI neural network implementation with asynchronous neuron and spike-based synapse," in Proc. IEEE Int. Joint Conf. Neural Netw., Aug. 2005, vol. 5, pp. 3244-3248.
    • (2005) Proc. IEEE Int. Joint Conf. Neural Netw. , vol.5 , pp. 3244-3248
    • Han II, S.1
  • 21
    • 0022737957 scopus 로고
    • Versatile cmos linear transconductor/square-law function circuit
    • E. Seevinck and R. F. Wassenaar, "A versatile CMOS linear transconductor/ square-law function," IEEE J. Solid-State Circuits, vol. 22, no. 3, pp. 366-377, Jun. 1987. (Pubitemid 17582746)
    • (1986) IEEE Journal of Solid-State Circuits , vol.SC-22 , Issue.3 , pp. 366-377
    • Seevinck, E.1    Wassenaar Roelof, F.2
  • 22
    • 2442417897 scopus 로고    scopus 로고
    • Scalable closedboundary analog neural networks
    • Mar.
    • S. M. Fakhraie, H. Farshbaf, and K. C. Smith, "Scalable closedboundary analog neural networks," IEEE Trans. Neural Netw., vol. 15, no. 2, pp. 492-504, Mar. 2004.
    • (2004) IEEE Trans. Neural Netw. , vol.15 , Issue.2 , pp. 492-504
    • Fakhraie, S.M.1    Farshbaf, H.2    Smith, K.C.3
  • 23
    • 33846105772 scopus 로고    scopus 로고
    • An experimental study on nonlinear function computation for neural/fuzzy hardware design
    • DOI 10.1109/TNN.2006.884680
    • K. Basterretxea, J. M. Tarela, I. D. Campo, and G. Bosque, "An experimental study on nonlinear function computation for neural/fuzzy hardware design," IEEE Trans. Neural Netw., vol. 18, no. 1, pp. 266-283, Jan. 2007. (Pubitemid 46062932)
    • (2007) IEEE Transactions on Neural Networks , vol.18 , Issue.1 , pp. 266-283
    • Basterretxea, K.1    Tarela, J.M.2    Del Campo, I.3    Bosque, G.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.