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Volumn 56, Issue 8, 2009, Pages 669-673

Discrete-time recurrent neural networks with complex-valued linear threshold neurons

Author keywords

Complex valued neural networks (NNs); Discrete time recurrent neural networks (RNNs); Linear threshold (LT)

Indexed keywords

COMPLEX NETWORKS;

EID: 69649088632     PISSN: 15497747     EISSN: 15583791     Source Type: Journal    
DOI: 10.1109/TCSII.2009.2025625     Document Type: Article
Times cited : (89)

References (26)
  • 3
    • 0016494934 scopus 로고
    • The complex LMS algorithm
    • Apr
    • B.Widrow, J. McCool, and M. Ball, "The complex LMS algorithm," Proc. IEEE, vol. 63, no. 4, pp. 712-720, Apr. 1975.
    • (1975) Proc. IEEE , vol.63 , Issue.4 , pp. 712-720
    • Widrow, B.1    McCool, J.2    Ball, M.3
  • 4
    • 10044261994 scopus 로고    scopus 로고
    • A complex-valued RTRL algorithm for recurrent neural networks
    • Dec
    • S. L. Goh and D. P. Mandic, "A complex-valued RTRL algorithm for recurrent neural networks," Neural Comput., vol. 16, no. 12, pp. 2699-2713, Dec. 2004.
    • (2004) Neural Comput , vol.16 , Issue.12 , pp. 2699-2713
    • Goh, S.L.1    Mandic, D.P.2
  • 5
    • 34247242721 scopus 로고    scopus 로고
    • An augmented extended Kalman filter algorithm for complex-valued recurrent neural networks
    • Apr
    • S. L. Goh and D. P. Mandic, "An augmented extended Kalman filter algorithm for complex-valued recurrent neural networks," Neural Comput., vol. 19, no. 4, pp. 1039-1055, Apr. 2007.
    • (2007) Neural Comput , vol.19 , Issue.4 , pp. 1039-1055
    • Goh, S.L.1    Mandic, D.P.2
  • 6
    • 0036690418 scopus 로고    scopus 로고
    • Image processing using cellular neural networks based on multi-valued and universal binary neurons
    • Aug./Sep
    • I. Aizenberg and C. Butakoff, "Image processing using cellular neural networks based on multi-valued and universal binary neurons," J. VLSI Signal Process. Syst. Signal, Image Video Technol., vol. 32, no. 1/2, pp. 169-188, Aug./Sep. 2002.
    • (2002) J. VLSI Signal Process. Syst. Signal, Image Video Technol , vol.32 , Issue.1-2 , pp. 169-188
    • Aizenberg, I.1    Butakoff, C.2
  • 7
    • 0035283258 scopus 로고    scopus 로고
    • Cellular neural networks and computational intelligence in medical image processing
    • Mar
    • I. N. Aizenberg, N. Aizenberg, J. Hiltner, C. Moraga, and E. M. zu Bexten, "Cellular neural networks and computational intelligence in medical image processing," Image Vis. Comput., vol. 19, no. 4, pp. 177-183, Mar. 2001.
    • (2001) Image Vis. Comput , vol.19 , Issue.4 , pp. 177-183
    • Aizenberg, I.N.1    Aizenberg, N.2    Hiltner, J.3    Moraga, C.4    zu Bexten, E.M.5
  • 8
    • 44349176195 scopus 로고    scopus 로고
    • Blur identification by multilayer neural network based on multivalued neurons
    • May
    • I. Aizenberg, D. V. Paliy, J. M. Zurada, and J. T. Astola, "Blur identification by multilayer neural network based on multivalued neurons," IEEE Trans. Neural Netw., vol. 19, no. 5, pp. 883-898, May 2008.
    • (2008) IEEE Trans. Neural Netw , vol.19 , Issue.5 , pp. 883-898
    • Aizenberg, I.1    Paliy, D.V.2    Zurada, J.M.3    Astola, J.T.4
  • 9
    • 38949173125 scopus 로고    scopus 로고
    • Solving the XOR and parity N problems using a single universal binary neuron
    • Feb
    • I. Aizenberg, "Solving the XOR and parity N problems using a single universal binary neuron," Soft Comput., vol. 12, no. 3, pp. 215-222, Feb. 2008.
    • (2008) Soft Comput , vol.12 , Issue.3 , pp. 215-222
    • Aizenberg, I.1
  • 10
    • 33748371451 scopus 로고    scopus 로고
    • Multilayer feedforward neural network based on multi-valued neurons (MLMVN) and a backpropagation learning algorithm
    • Jan
    • I. Aizenberg and C. Moraga, "Multilayer feedforward neural network based on multi-valued neurons (MLMVN) and a backpropagation learning algorithm," Soft Comput., vol. 11, no. 2, pp. 169-183, Jan. 2007.
    • (2007) Soft Comput , vol.11 , Issue.2 , pp. 169-183
    • Aizenberg, I.1    Moraga, C.2
  • 12
    • 0001704820 scopus 로고    scopus 로고
    • Complex-valued multistate neural associative memory
    • Nov
    • S. Jankowski, A. Lozowski, and J. M. Zurada, "Complex-valued multistate neural associative memory," IEEE Trans. Neural Netw., vol. 7, no. 6, pp. 1491-1496, Nov. 1996.
    • (1996) IEEE Trans. Neural Netw , vol.7 , Issue.6 , pp. 1491-1496
    • Jankowski, S.1    Lozowski, A.2    Zurada, J.M.3
  • 13
    • 0041523970 scopus 로고    scopus 로고
    • M. K. Müezzino.glu, C. Güzelis, and J. M. Zurada, A new design method for the complex-valued multistate Hopfield associative memory, IEEE Trans. Neural Netw., 14, no. 4, pp. 891-899, Jul. 2003.
    • M. K. Müezzino.glu, C. Güzelis, and J. M. Zurada, "A new design method for the complex-valued multistate Hopfield associative memory," IEEE Trans. Neural Netw., vol. 14, no. 4, pp. 891-899, Jul. 2003.
  • 14
    • 0035258563 scopus 로고    scopus 로고
    • A competitive layer model for feature binding and sensory segmentation
    • Feb
    • H. Wersing, J. J. Steil, and H. Ritter, "A competitive layer model for feature binding and sensory segmentation," Neural Comput., vol. 13, no. 2, pp. 357-387, Feb. 2001.
    • (2001) Neural Comput , vol.13 , Issue.2 , pp. 357-387
    • Wersing, H.1    Steil, J.J.2    Ritter, H.3
  • 15
    • 0032096386 scopus 로고    scopus 로고
    • On the piecewise analysis of networks of linear threshold neurons
    • Jun
    • R. H. R. Hahnloser, "On the piecewise analysis of networks of linear threshold neurons," Neural Netw., vol. 11, no. 4, pp. 691-697, Jun. 1998.
    • (1998) Neural Netw , vol.11 , Issue.4 , pp. 691-697
    • Hahnloser, R.H.R.1
  • 16
    • 14544268117 scopus 로고    scopus 로고
    • Analysis of cyclic dynamics for networks of linear threshold neurons
    • Jan
    • H. J. Tang, K. C. Tan, and W. Zhang, "Analysis of cyclic dynamics for networks of linear threshold neurons," Neural Comput., vol. 17, no. 1, pp. 97-114, Jan. 2005.
    • (2005) Neural Comput , vol.17 , Issue.1 , pp. 97-114
    • Tang, H.J.1    Tan, K.C.2    Zhang, W.3
  • 17
    • 33644895011 scopus 로고    scopus 로고
    • Dynamics analysis and analog associative memory of networks with LT neurons
    • Mar
    • H. J. Tang, K. C. Tan, and E. J. Teoh, "Dynamics analysis and analog associative memory of networks with LT neurons," IEEE Trans. Neural Netw., vol. 17, no. 2, pp. 409-418, Mar. 2006.
    • (2006) IEEE Trans. Neural Netw , vol.17 , Issue.2 , pp. 409-418
    • Tang, H.J.1    Tan, K.C.2    Teoh, E.J.3
  • 18
    • 0037366084 scopus 로고    scopus 로고
    • Multistability analysis for recurrent neural networks with unsaturating piecewise linear transfer functions
    • Mar
    • Z. Yi, K. K. Tan, and T. H. Lee, "Multistability analysis for recurrent neural networks with unsaturating piecewise linear transfer functions," Neural Comput., vol. 15, no. 3, pp. 639-662, Mar. 2003.
    • (2003) Neural Comput , vol.15 , Issue.3 , pp. 639-662
    • Yi, Z.1    Tan, K.K.2    Lee, T.H.3
  • 19
    • 2442432590 scopus 로고    scopus 로고
    • Multistability of discrete-time recurrent neural networks with unsaturating piecewise linear activation functions
    • Mar
    • Z. Yi and K. K. Tan, "Multistability of discrete-time recurrent neural networks with unsaturating piecewise linear activation functions," IEEE Trans. Neural Netw., vol. 15, no. 2, pp. 329-336, Mar. 2004.
    • (2004) IEEE Trans. Neural Netw , vol.15 , Issue.2 , pp. 329-336
    • Yi, Z.1    Tan, K.K.2
  • 20
    • 0034702306 scopus 로고    scopus 로고
    • Digital selection and analogue amplification coexist in a cortex-inspired silicon circuit
    • Jun
    • R. H. R. Hahnloser, R. Sarpeshkar, M. A. Mahowald, R. J. Douglas, and H. S. Seung, "Digital selection and analogue amplification coexist in a cortex-inspired silicon circuit," Nature, vol. 405, no. 6789, pp. 947-951, Jun. 2000.
    • (2000) Nature , vol.405 , Issue.6789 , pp. 947-951
    • Hahnloser, R.H.R.1    Sarpeshkar, R.2    Mahowald, M.A.3    Douglas, R.J.4    Seung, H.S.5
  • 22
    • 36849025968 scopus 로고    scopus 로고
    • Dynamical behaviors of discrete-time fuzzy cellular neural networks with variable delays and impulses
    • Jan
    • Q. Song and J. Cao, "Dynamical behaviors of discrete-time fuzzy cellular neural networks with variable delays and impulses," J. Franklin Inst., vol. 345, no. 1, pp. 39-59, Jan. 2008.
    • (2008) J. Franklin Inst , vol.345 , Issue.1 , pp. 39-59
    • Song, Q.1    Cao, J.2
  • 23
    • 61849162696 scopus 로고    scopus 로고
    • Passivity analysis of discrete-time stochastic neural networks with time-varying delays
    • Mar
    • Q. Song, J. Liang, and Z. Wang, "Passivity analysis of discrete-time stochastic neural networks with time-varying delays," Neurocomputing vol. 72, no. 7-9, pp. 1782-1788, Mar. 2009.
    • (2009) Neurocomputing , vol.72 , Issue.7-9 , pp. 1782-1788
    • Song, Q.1    Liang, J.2    Wang, Z.3
  • 24
    • 34547402018 scopus 로고    scopus 로고
    • A delay-dependent LMI approach to dynamics analysis of discrete-time recurrent neural networks with time-varying delays
    • Aug
    • Q. Song and Z. Wang, "A delay-dependent LMI approach to dynamics analysis of discrete-time recurrent neural networks with time-varying delays," Phys. Lett. A, vol. 368, no. 1/2, pp. 134-145, Aug. 2007.
    • (2007) Phys. Lett. A , vol.368 , Issue.1-2 , pp. 134-145
    • Song, Q.1    Wang, Z.2
  • 25
    • 33747143187 scopus 로고    scopus 로고
    • Sufficient and necessary conditions for global exponential stability of discrete-time recurrent neural networks
    • Jun
    • L. Wang and Z. Xu, "Sufficient and necessary conditions for global exponential stability of discrete-time recurrent neural networks," IEEE Trans. Circuits Syst. I, Reg. Papers, vol. 53, no. 6, pp. 1373-1380, Jun. 2006.
    • (2006) IEEE Trans. Circuits Syst. I, Reg. Papers , vol.53 , Issue.6 , pp. 1373-1380
    • Wang, L.1    Xu, Z.2
  • 26
    • 34247363530 scopus 로고    scopus 로고
    • A modified Oja-Xu MCA learning algorithm and its convergence analysis
    • Apr
    • D. Peng and Z. Yi, "A modified Oja-Xu MCA learning algorithm and its convergence analysis," IEEE Trans. Circuits Syst. II, Exp. Briefs vol. 54, no. 4, pp. 348-352, Apr. 2007.
    • (2007) IEEE Trans. Circuits Syst. II, Exp. Briefs , vol.54 , Issue.4 , pp. 348-352
    • Peng, D.1    Yi, Z.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.