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Volumn 22, Issue 5, 2011, Pages 752-767

A novel rotate-and-fire digital spiking neuron and its neuron-like bifurcations and responses

Author keywords

Bifurcation; cellular automaton; field programmable gate array; spiking neuron model

Indexed keywords

BIFURCATION; BIFURCATION PHENOMENA; BIOLOGICAL NEURON; HYBRID MAP; NEURON DYNAMICS; NON-LINEAR RESPONSE; ON-CHIP LEARNING; SPIKE PATTERNS; SPIKE TRAIN; SPIKING NEURON; SPIKING NEURON MODEL; SPIKING NEURON MODELS; WIRING PATTERNS;

EID: 79955852771     PISSN: 10459227     EISSN: None     Source Type: Journal    
DOI: 10.1109/TNN.2011.2116802     Document Type: Article
Times cited : (52)

References (43)
  • 2
    • 4344661328 scopus 로고    scopus 로고
    • Which model to use for cortical spiking neurons?
    • Sep.
    • E. M. Izhikevich, "Which model to use for cortical spiking neurons?" IEEE Trans. Neural Netw., vol. 15, no. 5, pp. 1063-1070, Sep. 2004.
    • (2004) IEEE Trans. Neural Netw. , vol.15 , Issue.5 , pp. 1063-1070
    • Izhikevich, E.M.1
  • 3
    • 0034767817 scopus 로고    scopus 로고
    • Resonate-and-fire neurons
    • DOI 10.1016/S0893-6080(01)00078-8, PII S0893608001000788
    • E. M. Izhikevich, "Resonate-and-fire neurons," Neural Netw., vol. 14, no. 6, pp. 883-894, Jul. 2001. (Pubitemid 33035882)
    • (2001) Neural Networks , vol.14 , Issue.6-7 , pp. 883-894
    • Izhikevich, E.M.1
  • 4
    • 0742268989 scopus 로고    scopus 로고
    • Simple model of spiking neurons
    • Nov.
    • E. M. Izhikevich, "Simple model of spiking neurons," IEEE Trans. Neural Netw., vol. 14, no. 6, pp. 1569-1572, Nov. 2003.
    • (2003) IEEE Trans. Neural Netw. , vol.14 , Issue.6 , pp. 1569-1572
    • Izhikevich, E.M.1
  • 7
    • 33748558124 scopus 로고    scopus 로고
    • Reconfigurable digital spiking neuron and its pulse-coupled network: Basic characteristics and potential applications
    • DOI 10.1109/TCSII.2006.876381
    • H. Torikai, H. Hamanaka, and T. Saito, "Reconfigurable digital spiking neuron and its pulse-coupled network: Basic characteristics and potential applications," IEEE Trans. Circuits Syst. II, vol. 53, no. 8, pp. 734-738, Aug. 2006. (Pubitemid 44363888)
    • (2006) IEEE Transactions on Circuits and Systems II: Express Briefs , vol.53 , Issue.8 , pp. 734-738
    • Torikai, H.1    Hamanaka, H.2    Saito, T.3
  • 8
    • 68249143126 scopus 로고    scopus 로고
    • Basic characteristics and learning potential of a digital spiking neuron
    • Oct.
    • H. Torikai, "Basic characteristics and learning potential of a digital spiking neuron," IEICE Trans. Fundam. Electron., Commun. Comput. Sci., vol. E90-A, no. 10, pp. 2093-2100, Oct. 2007.
    • (2007) IEICE Trans. Fundam. Electron., Commun. Comput. Sci. , vol.E90-A , Issue.10 , pp. 2093-2100
    • Torikai, H.1
  • 9
    • 40649125500 scopus 로고    scopus 로고
    • Digital spiking neuron and its learning for approximation of various spike-trains
    • Mar.-Apr.
    • H. Torikai, A. Funew, and T. Saito, "Digital spiking neuron and its learning for approximation of various spike-trains," Neural Netw., vol. 21, nos. 2-3, pp. 140-149, Mar.-Apr. 2008.
    • (2008) Neural Netw. , vol.21 , Issue.2-3 , pp. 140-149
    • Torikai, H.1    Funew, A.2    Saito, T.3
  • 10
    • 77955663250 scopus 로고    scopus 로고
    • A novel hybrid spiking neuron: Bifurcations, responses, and on-chip learning
    • Aug.
    • S. Hashimoto and H. Torikai, "A novel hybrid spiking neuron: Bifurcations, responses, and on-chip learning," IEEE Trans. Circuits Syst. I, vol. 57, no. 8, pp. 2168-2181, Aug. 2010.
    • (2010) IEEE Trans. Circuits Syst. I , vol.57 , Issue.8 , pp. 2168-2181
    • Hashimoto, S.1    Torikai, H.2
  • 11
    • 76249113015 scopus 로고    scopus 로고
    • A novel resonate-and-fire-type digital spiking neuron and its bifurcation analysis
    • T. Hishiki and H. Torikai, "A novel resonate-and-fire-type digital spiking neuron and its bifurcation analysis," in Proc. Int. Symp. Nonlinear Theory Appl., 2009, pp. 531-534.
    • (2009) Proc. Int. Symp. Nonlinear Theory Appl. , pp. 531-534
    • Hishiki, T.1    Torikai, H.2
  • 12
    • 76249097560 scopus 로고    scopus 로고
    • Bifurcation analysis of a resonate-and-firetype digital spiking neuron
    • T. Hishiki and H. Torikai, "Bifurcation analysis of a resonate-and-firetype digital spiking neuron," in Proc. 16th Int. Conf. Neural Inf. Process., vol. 5864. 2009, pp. 392-400.
    • (2009) Proc. 16th Int. Conf. Neural Inf. Process. , vol.5864 , pp. 392-400
    • Hishiki, T.1    Torikai, H.2
  • 13
    • 79959400211 scopus 로고    scopus 로고
    • Neural behaviors and nonlinear dynamics of a rotate-and-fire digital spiking neuron
    • Barcelona, Spain, Jul.
    • T. Hishiki and H. Torikai, "Neural behaviors and nonlinear dynamics of a rotate-and-fire digital spiking neuron," in Proc. IEEE Int. Joint Conf. Neural Netw., Barcelona, Spain, Jul. 2010, pp. 2921-2928.
    • (2010) Proc. IEEE Int. Joint Conf. Neural Netw. , pp. 2921-2928
    • Hishiki, T.1    Torikai, H.2
  • 18
    • 70549113183 scopus 로고    scopus 로고
    • Stability analysis of periodic orbits of nonautonomous piecewise-linear systems by mapping approach
    • Nov.
    • Y. Zhao, J. Feng, and C. K. Tse, "Stability analysis of periodic orbits of nonautonomous piecewise-linear systems by mapping approach," IEEE Trans. Circuits Syst. II, vol. 56, no. 11, pp. 845-849, Nov. 2009.
    • (2009) IEEE Trans. Circuits Syst. II , vol.56 , Issue.11 , pp. 845-849
    • Zhao, Y.1    Feng, J.2    Tse, C.K.3
  • 19
    • 70349403747 scopus 로고    scopus 로고
    • Implications of synaptic biophysics for recurrent network dynamics and active memory
    • Oct.
    • D. Durstewitz, "Implications of synaptic biophysics for recurrent network dynamics and active memory," Neural Netw., vol. 22, no. 8, pp. 1189-1200, Oct. 2009.
    • (2009) Neural Netw. , vol.22 , Issue.8 , pp. 1189-1200
    • Durstewitz, D.1
  • 20
    • 68149182671 scopus 로고    scopus 로고
    • A configurable simulation environment for the efficient simulation of large-scale spiking neural networks on graphics processors
    • Jul.-Aug.
    • J. M. Nageswaran, N. Dutt, J. L. Krichmar, A. Nicolau, and A. V. Veidenbaum, "A configurable simulation environment for the efficient simulation of large-scale spiking neural networks on graphics processors," Neural Netw., vol. 22, nos. 5-6, pp. 791-800, Jul.-Aug. 2009.
    • (2009) Neural Netw. , vol.22 , Issue.5-6 , pp. 791-800
    • Nageswaran, J.M.1    Dutt, N.2    Krichmar, J.L.3    Nicolau, A.4    Veidenbaum, A.V.5
  • 23
    • 70350348917 scopus 로고    scopus 로고
    • Identifying the topology of a coupled Fitzhugh-Nagumo neurobiological network via a pinning mechanism
    • Oct.
    • J. Zhou, W. Yu, X. Li, M. Small, and J.-A. Lu, "Identifying the topology of a coupled Fitzhugh-Nagumo neurobiological network via a pinning mechanism," IEEE Trans. Neural Netw., vol. 20, no. 10, pp. 1679-1684, Oct. 2009.
    • (2009) IEEE Trans. Neural Netw. , vol.20 , Issue.10 , pp. 1679-1684
    • Zhou, J.1    Yu, W.2    Li, X.3    Small, M.4    Lu, J.-A.5
  • 24
    • 85008038662 scopus 로고    scopus 로고
    • Synchronization in networks of Hindmarsh-Rose neurons
    • Dec.
    • P. Checco, M. Righero, M. Biey, and L. Kocarev, "Synchronization in networks of Hindmarsh-Rose neurons," IEEE Trans. Circuits Syst. II, vol. 55, no. 12, pp. 1274-1278, Dec. 2008.
    • (2008) IEEE Trans. Circuits Syst. II , vol.55 , Issue.12 , pp. 1274-1278
    • Checco, P.1    Righero, M.2    Biey, M.3    Kocarev, L.4
  • 25
    • 44349174446 scopus 로고    scopus 로고
    • Equilibria and their bifurcations in a recurrent neural network involving iterates of a transcendental function
    • DOI 10.1109/TNN.2007.912321
    • B. Gao and W. Zhang, "Equilibria and their bifurcations in a recurrent neural network involving iterates of a transcendental function," IEEE Trans. Neural Netw., vol. 19, no. 5, pp. 782-794, May 2008. (Pubitemid 351728815)
    • (2008) IEEE Transactions on Neural Networks , vol.19 , Issue.5 , pp. 782-794
    • Gao, B.1    Zhang, W.2
  • 26
    • 54349091739 scopus 로고    scopus 로고
    • The correspondence between deterministic and stochastic digital neurons: Analysis and methodology
    • Oct.
    • L. Geretti and A. Abramo, "The correspondence between deterministic and stochastic digital neurons: Analysis and methodology," IEEE Trans. Neural Netw., vol. 19, no. 10, pp. 1739-1752, Oct. 2008.
    • (2008) IEEE Trans. Neural Netw. , vol.19 , Issue.10 , pp. 1739-1752
    • Geretti, L.1    Abramo, A.2
  • 27
    • 40849083456 scopus 로고    scopus 로고
    • Compact silicon neuron circuit with spiking and bursting behaviour
    • Mar.-Apr.
    • J. H. B. Wijekoon and P. Dudek, "Compact silicon neuron circuit with spiking and bursting behaviour," Neural Netw., vol. 21, nos. 2-3, pp. 524-534, Mar.-Apr. 2008.
    • (2008) Neural Netw. , vol.21 , Issue.2-3 , pp. 524-534
    • Wijekoon, J.H.B.1    Dudek, P.2
  • 28
    • 34548604536 scopus 로고    scopus 로고
    • Implementing spiking neural networks for real-time signal-processing and control applications: A model-validated FPGA approach
    • DOI 10.1109/TNN.2007.891203
    • M. J. Pearson, A. G. Pipe, B. Mitchinson, K. Gurney, C. Melhuish, I. Gilhespy, and M. Nibouche, "Implementing spiking neural networks for real-time signal-processing and control applications: A model-validated FPGA approach," IEEE Trans. Neural Netw., vol. 18, no. 5, pp. 1472-1487, Sep. 2007. (Pubitemid 47408546)
    • (2007) IEEE Transactions on Neural Networks , vol.18 , Issue.5 , pp. 1472-1487
    • Pearson, M.J.1    Pipe, A.G.2    Mitchinson, B.3    Gurney, K.4    Melhuish, C.5    Gilhespy, I.6    Nibouche, M.7
  • 29
    • 33846098196 scopus 로고    scopus 로고
    • Dynamically reconfigurable silicon array of spiking neurons with conductance-based synapses
    • DOI 10.1109/TNN.2006.883007
    • R. J. Vogelstein, U. Mallik, J. T. Vogelstein, and G. Cauwenberghs, "Dynamically reconfigurable silicon array of spiking neurons with conductance-based synapses," IEEE Trans. Neural Netw., vol. 18, no. 1, pp. 253-265, Jan. 2007. (Pubitemid 46062931)
    • (2007) IEEE Transactions on Neural Networks , vol.18 , Issue.1 , pp. 253-265
    • Vogelstein, R.J.1    Mallik, U.2    Vogelstein, J.T.3    Cauwenberghs, G.4
  • 30
    • 34547808068 scopus 로고    scopus 로고
    • Emergence of sequence sensitivity in a hippocampal CA3-CA1 model
    • DOI 10.1016/j.neunet.2007.05.003, PII S089360800700086X
    • M. Yoshida and H. Hayashi, "Emergence of sequence sensitivity in a hippocampal CA3-CA1 model," Neural Netw., vol. 20, no. 6, pp. 653-667, Aug. 2007. (Pubitemid 47239381)
    • (2007) Neural Networks , vol.20 , Issue.6 , pp. 653-667
    • Yoshida, M.1    Hayashi, H.2
  • 31
    • 33745865558 scopus 로고    scopus 로고
    • Experimental study of electrical FitzHugh-Nagumo neurons with modified excitability
    • DOI 10.1016/j.neunet.2005.07.011, PII S0893608005001590
    • S. Binczak, S. Jacquir, J.-M. Bilbault, V. B. Kazantsev, and V. I. Nekorkin, "Experimental study of electrical Fitzhugh-Nagumo neurons with modified excitability," Neural Netw., vol. 19, no. 5, pp. 684-693, Jun. 2006. (Pubitemid 44026582)
    • (2006) Neural Networks , vol.19 , Issue.5 , pp. 684-693
    • Binczak, S.1    Jacquir, S.2    Bilbault, J.-M.3    Kazantsev, V.B.4    Nekorkin, V.I.5
  • 32
    • 33244465845 scopus 로고    scopus 로고
    • A VLSI array of low-power spiking neurons and bistable synapses with spike-timing dependent plasticity
    • DOI 10.1109/TNN.2005.860850
    • G. Indiveri, E. Chicca, and R. Douglas, "A VLSI array of low-power spiking neurons and bistable synapses with spike-timing dependent plasticity," IEEE Trans. Neural Netw., vol. 17, no. 1, pp. 211-221, Jan. 2006. (Pubitemid 43272460)
    • (2006) IEEE Transactions on Neural Networks , vol.17 , Issue.1 , pp. 211-221
    • Indiveri, G.1    Chicca, E.2    Douglas, R.3
  • 34
    • 19344371572 scopus 로고    scopus 로고
    • A MOSFET-based model of a Class 2 nerve membrane
    • DOI 10.1109/TNN.2005.844855
    • T. Kohno and K. Aihara, "A MOSFET-based model of a class 2 nerve membrane," IEEE Trans. Neural Netw., vol. 16, no. 3, pp. 754-773, May 2005. (Pubitemid 40718018)
    • (2005) IEEE Transactions on Neural Networks , vol.16 , Issue.3 , pp. 754-773
    • Kohno, T.1    Aihara, K.2
  • 35
    • 0025781361 scopus 로고
    • A model of a CA3 hippocampal pyramidal neuron incorporating voltage-clamp data on intrinsic conductances
    • Aug.
    • R. D. Traub, R. K. Wong, R. Miles, and H. Michelson, "A model of a CA3 hippocampal pyramidal neuron incorporating voltage-clamp data on intrinsic conductances," J. Neurophysiol., vol. 66, no. 2, pp. 635-650, Aug. 1991.
    • (1991) J. Neurophysiol. , vol.66 , Issue.2 , pp. 635-650
    • Traub, R.D.1    Wong, R.K.2    Miles, R.3    Michelson, H.4
  • 36
    • 0028457466 scopus 로고
    • Intrinsic and network rhythmogenesis in a reduced traub model for CA3 neurons
    • P. F. Pinsky and J. Rinzel, "Intrinsic and network rhythmogenesis in a reduced traub model for CA3 neurons," J. Comput. Neurosci., vol. 1, nos. 1-2, pp. 39-60, 1994.
    • (1994) J. Comput. Neurosci. , vol.1 , Issue.1-2 , pp. 39-60
    • Pinsky, P.F.1    Rinzel, J.2
  • 38
    • 34249839599 scopus 로고
    • The transition from bursting to continuous spiking in excitable membrane models
    • D. Terman, "The transition from bursting to continuous spiking in excitable membrane models," J. Nonlinear Sci., vol. 2, no. 2, pp. 135-182, 1992.
    • (1992) J. Nonlinear Sci. , vol.2 , Issue.2 , pp. 135-182
    • Terman, D.1
  • 43
    • 79959427011 scopus 로고    scopus 로고
    • Xilinx, Inc., San Jose, CA
    • FPGA and HDL Software Package. Xilinx, Inc., San Jose, CA [Online]. Available: http://www.xilinx.com/
    • FPGA and HDL Software Package


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