메뉴 건너뛰기




Volumn 88, Issue 3, 2012, Pages 299-313

Quantized state simulation of spiking neural networks

Author keywords

discrete event system; quantized state systems; spiking neural networks

Indexed keywords

COMPUTATIONAL COSTS; DISCRETE EVENTS; DISCRETE TIME ALGORITHM; DISCRETE-TIME METHODS; QUANTIZED STATE; SPIKING NEURAL NETWORKS; SPIKING NEURON;

EID: 84856850857     PISSN: 00375497     EISSN: 17413133     Source Type: Journal    
DOI: 10.1177/0037549711399935     Document Type: Article
Times cited : (17)

References (41)
  • 3
    • 0003474751 scopus 로고
    • Numerical Recipes in C: The Art of Scientific Computing
    • Second Edition Cambridge University Press New York
    • Press W.H. Teukolsky S.A. Vetterling W.T. Flannery B.P. Numerical Recipes in C: The Art of Scientific Computing. Second Edition. Cambridge University Press, New York, 1992.
    • (1992)
    • Press, W.H.1    Teukolsky, S.A.2    Vetterling, W.T.3    Flannery, B.P.4
  • 5
    • 0024480405 scopus 로고
    • DEVS representation of dynamical systems: Event-based intelligent control
    • Zeigler B. DEVS representation of dynamical systems: Event-based intelligent control. Proc IEEE 1989; 77: 72–80.
    • (1989) Proc IEEE , vol.77 , pp. 72-80
    • Zeigler, B.1
  • 6
    • 0032404249 scopus 로고    scopus 로고
    • Theory of quantized systems: formal basis for DEVS/HLA distributed simulation environment
    • Proceedings of SPIE
    • Zeigler B. Lee J.S. Theory of quantized systems: formal basis for DEVS/HLA distributed simulation environment. In: Proceedings of SPIE, 1998, pp.49–58.
    • (1998) , pp. 49-58
    • Zeigler, B.1    Lee, J.S.2
  • 8
    • 0036321883 scopus 로고    scopus 로고
    • Quantized state systems. A DEVS approach for continuous system simulation
    • Kofman E. Junco S. Quantized state systems. A DEVS approach for continuous system simulation. Trans SCS 2001; 18: 123–132.
    • (2001) Trans SCS , vol.18 , pp. 123-132
    • Kofman, E.1    Junco, S.2
  • 9
    • 0036478739 scopus 로고    scopus 로고
    • A second order approximation for DEVS simulation of continuous systems
    • Kofman E. A second order approximation for DEVS simulation of continuous systems. Simulation 2002; 78: 76–89.
    • (2002) Simulation , vol.78 , pp. 76-89
    • Kofman, E.1
  • 10
    • 33646671942 scopus 로고    scopus 로고
    • A third order discrete event simulation method for continuous system simulation
    • Kofman E. A third order discrete event simulation method for continuous system simulation. Lat Am Appl Res 2006; 36: 101–108.
    • (2006) Lat Am Appl Res , vol.36 , pp. 101-108
    • Kofman, E.1
  • 11
    • 35348909615 scopus 로고    scopus 로고
    • On the stability and performance of discrete event methods for simulating continuous systems
    • Nutaro J. Zeigler B. On the stability and performance of discrete event methods for simulating continuous systems. J Comput Phys 2007; 227: 797–819.
    • (2007) J Comput Phys , vol.227 , pp. 797-819
    • Nutaro, J.1    Zeigler, B.2
  • 12
    • 6344221979 scopus 로고    scopus 로고
    • Discrete event simulation of hybrid systems
    • Kofman E. Discrete event simulation of hybrid systems. SIAM J Sci Comput 2004; 25: 1771–1797.
    • (2004) SIAM J Sci Comput , vol.25 , pp. 1771-1797
    • Kofman, E.1
  • 14
    • 27944487422 scopus 로고    scopus 로고
    • Discrete event simulation of large-scale spatial continuous systems
    • Proceedings of IEEE Intenational Conference on Systems, Man and Cybernetics
    • Muzy A. Aiello A. Santoni P.A. Zeigler B.P. Nutaro J.J. Jammalamadaka R. Discrete event simulation of large-scale spatial continuous systems. In: Proceedings of IEEE Intenational Conference on Systems, Man and Cybernetics, 2005, Vol. 4, pp.2991–2998.
    • (2005) , vol.4 , pp. 2991-2998
    • Muzy, A.1    Aiello, A.2    Santoni, P.A.3    Zeigler, B.P.4    Nutaro, J.J.5    Jammalamadaka, R.6
  • 15
    • 54149100899 scopus 로고    scopus 로고
    • Modeling and simulation of fire spreading through the activity tracking paradigm
    • Muzy A. Nutaro J. Zeigler B.P. Coquillard P. Modeling and simulation of fire spreading through the activity tracking paradigm. Ecological Modelling, 2008; 219(1–2): 212–225.
    • (2008) Ecological Modelling , vol.219 , Issue.1-2 , pp. 212-225
    • Muzy, A.1    Nutaro, J.2    Zeigler, B.P.3    Coquillard, P.4
  • 17
    • 84890287077 scopus 로고    scopus 로고
    • DEVS simulation of spiking neural networks
    • Proceedings of Cybernetics and Systems (EMCSR)
    • Mayrhofer R. Affenzeller M. Prähofer H. Hfer G. Fried A. DEVS simulation of spiking neural networks. In: Proceedings of Cybernetics and Systems (EMCSR), 2002, Vol. 2, pp.573–578.
    • (2002) , vol.2 , pp. 573-578
    • Mayrhofer, R.1    Affenzeller, M.2    Prähofer, H.3    Hfer, G.4    Fried, A.5
  • 18
    • 85026759963 scopus 로고    scopus 로고
    • Modeling of neural decoder based on binary spiking neurons in DEVS
    • Proceedings of the 2009 Spring Simulation Multiconference San Diego, CA
    • Boiko Y. Wainer G. Modeling of neural decoder based on binary spiking neurons in DEVS. In: Proceedings of the 2009 Spring Simulation Multiconference, San Diego, CA, 2009.
    • (2009)
    • Boiko, Y.1    Wainer, G.2
  • 19
    • 84993835192 scopus 로고    scopus 로고
    • Performance analysis of continuous cell-DEVS models
    • Proceedings of High Performance Computing & Simulation Conference (HPC&S), 18th European Simulation Multiconference Magdeburg, Germany
    • Wainer G. Performance analysis of continuous cell-DEVS models. In: Proceedings of High Performance Computing & Simulation Conference (HPC&S), 18th European Simulation Multiconference, Magdeburg, Germany, 2004.
    • (2004)
    • Wainer, G.1
  • 20
    • 20444372939 scopus 로고    scopus 로고
    • Cell-DEVS/GDEVS for complex continuous systems
    • Wainer G. Giambiasi N. Cell-DEVS/GDEVS for complex continuous systems. Simulation 2005; 81: 137–151.
    • (2005) Simulation , vol.81 , pp. 137-151
    • Wainer, G.1    Giambiasi, N.2
  • 21
    • 35649001607 scopus 로고
    • A quantitative description of membrane current and its application to conduction and excitation in nerve
    • Hodgkin A.L. Huxley A.F. A quantitative description of membrane current and its application to conduction and excitation in nerve. J Physiol 1952; 117: 500–544.
    • (1952) J Physiol , vol.117 , pp. 500-544
    • Hodgkin, A.L.1    Huxley, A.F.2
  • 22
    • 4344661328 scopus 로고    scopus 로고
    • Which model to use for cortical spiking neurons?
    • Izhikevich E.M. Which model to use for cortical spiking neurons? IEEE Trans Neural Networks 2004; 15: 1063–1070.
    • (2004) IEEE Trans Neural Networks , vol.15 , pp. 1063-1070
    • Izhikevich, E.M.1
  • 23
    • 0001127901 scopus 로고
    • Recherches quantitatives sur l’excitation électrique des nerfs traitée comme une polarization
    • Lapicque L. Recherches quantitatives sur l’excitation électrique des nerfs traitée comme une polarization. J Physiol Pathol Gen 1907; 9: 620–635.
    • (1907) J Physiol Pathol Gen , vol.9 , pp. 620-635
    • Lapicque, L.1
  • 24
    • 84954086574 scopus 로고
    • Some models of neuronal variability
    • Stein R.B. Some models of neuronal variability. Biophys J 1967; 7: 37–68.
    • (1967) Biophys J , vol.7 , pp. 37-68
    • Stein, R.B.1
  • 25
    • 0030195232 scopus 로고    scopus 로고
    • Type i membranes, phase resetting curves, and synchrony
    • Ermentrout B. Type i membranes, phase resetting curves, and synchrony. Neural Comput 1996; 8: 979–1001.
    • (1996) Neural Comput , vol.8 , pp. 979-1001
    • Ermentrout, B.1
  • 26
    • 4344661328 scopus 로고    scopus 로고
    • Which model to use for cortical spiking neurons?
    • Izhikevich E. M. Which model to use for cortical spiking neurons? IEEE Transactions on Neural Networks, 15(5): 1063–1070, September 2004.
    • (2004) IEEE Transactions on Neural Networks , vol.15 , Issue.5 , pp. 1063-1070
    • Izhikevich, E.M.1
  • 27
    • 0742268989 scopus 로고    scopus 로고
    • Simple model of spiking neurons
    • Izhikevich E.M. Simple model of spiking neurons. IEEE Trans Neural Networks 2003; 14: 1569–1572.
    • (2003) IEEE Trans Neural Networks , vol.14 , pp. 1569-1572
    • Izhikevich, E.M.1
  • 29
    • 28044448948 scopus 로고    scopus 로고
    • Signal propagation and logic gating in networks of integrate-and-fire neurons
    • Abbott T.P. Vogels L.F. Signal propagation and logic gating in networks of integrate-and-fire neurons. J Neurosci 2005; 25: 10786–10795.
    • (2005) J Neurosci , vol.25 , pp. 10786-10795
    • Abbott, T.P.1    Vogels, L.F.2
  • 30
    • 68349152415 scopus 로고    scopus 로고
    • Spiking neural network simulation: Numerical integration with the parker-sochacki method
    • Stewart R.D. Bair W. Spiking neural network simulation: Numerical integration with the parker-sochacki method. J Comput Neurosci 2009; 27: 115–133.
    • (2009) J Comput Neurosci , vol.27 , pp. 115-133
    • Stewart, R.D.1    Bair, W.2
  • 31
    • 65049092132 scopus 로고    scopus 로고
    • Voltage-stepping schemes for the simulation of spiking neural networks
    • Zheng G. Tonnelier A. Martinez D. Voltage-stepping schemes for the simulation of spiking neural networks. J Comput Neurosci 2009; 26: 409–423.
    • (2009) J Comput Neurosci , vol.26 , pp. 409-423
    • Zheng, G.1    Tonnelier, A.2    Martinez, D.3
  • 32
    • 84870997645 scopus 로고    scopus 로고
    • Quantized state system simulation
    • Proceedings of Summer Sim 08 (2008 Summer Simulation Multiconference) Edinburg, Scotland
    • Cellier F. Kofman E. Migoni G. Bortolotto M. Quantized state system simulation. In: Proceedings of Summer Sim 08 (2008 Summer Simulation Multiconference), Edinburg, Scotland, 2008.
    • (2008)
    • Cellier, F.1    Kofman, E.2    Migoni, G.3    Bortolotto, M.4
  • 33
    • 84856895807 scopus 로고    scopus 로고
    • Relative error control in quantization based integration
    • Kofman E. Relative error control in quantization based integration. Lat Am Appl Res 2009; 39: 231–238.
    • (2009) Lat Am Appl Res , vol.39 , pp. 231-238
    • Kofman, E.1
  • 34
    • 78650353297 scopus 로고    scopus 로고
    • PowerDEVS. A tool for hybrid system modeling and real time simulation
    • Bergero F. Kofman E. PowerDEVS. A tool for hybrid system modeling and real time simulation. Simulation 2011; 87: 113–132.
    • (2011) Simulation , vol.87 , pp. 113-132
    • Bergero, F.1    Kofman, E.2
  • 35
    • 33646931801 scopus 로고    scopus 로고
    • M/cd++: modeling continuous systems using modelica and DEVS
    • Proceedings of MASCOTS 2005 Atlanta, GA
    • D’Abreu M. Wainer G. M/cd++: modeling continuous systems using modelica and DEVS. In: Proceedings of MASCOTS 2005, Atlanta, GA, 2005.
    • (2005)
    • D’Abreu, M.1    Wainer, G.2
  • 36
    • 84870161871 scopus 로고    scopus 로고
    • Vle: a multimodeling and simulation environment
    • Proceedings of the 2007 Summer Computer Simulation Conference San Diego, CA
    • Quesnel G. Duboz R. Ramat E. Traoré M. Vle: a multimodeling and simulation environment. In: Proceedings of the 2007 Summer Computer Simulation Conference, San Diego, CA, 2007, pp.367–374.
    • (2007) , pp. 367-374
    • Quesnel, G.1    Duboz, R.2    Ramat, E.3    Traoré, M.4
  • 38
    • 78650618430 scopus 로고    scopus 로고
    • Accelerating large-scale DEVS-based simulation on the cell processor
    • Proceedings of the 2010 Spring Simulation Multiconference: Symposium on Theory of Modeling and Simulation. DEVS Integrative M&S Symposium (DEVS 2010) Orlando, FL
    • Liu Q. Wainer G. Accelerating large-scale DEVS-based simulation on the cell processor. In: Proceedings of the 2010 Spring Simulation Multiconference: Symposium on Theory of Modeling and Simulation. DEVS Integrative M&S Symposium (DEVS 2010), Orlando, FL, 2010.
    • (2010)
    • Liu, Q.1    Wainer, G.2
  • 39
    • 77956959136 scopus 로고    scopus 로고
    • Novel performance optimization of large-scale discrete-event simulation on the cell broadband engine
    • Proceedings of the 2010 International Conference on High Performance Computing & Simulation (HPCS 2010) Caen, France
    • Liu Q. Wainer L. Lu G. Perrone M. Novel performance optimization of large-scale discrete-event simulation on the cell broadband engine. In: Proceedings of the 2010 International Conference on High Performance Computing & Simulation (HPCS 2010), Caen, France, 2010.
    • (2010)
    • Liu, Q.1    Wainer, L.2    Lu, G.3    Perrone, M.4
  • 40
    • 84993831862 scopus 로고    scopus 로고
    • A high performance simulation engine for large-scale cellular DEVS models
    • Proceedings of the 2004 High Performance Computing Symposium (HPC’04), Advanced Simulation Technologies Conference Arlington, VA
    • Hu X. Zeigler B. A high performance simulation engine for large-scale cellular DEVS models. In: Proceedings of the 2004 High Performance Computing Symposium (HPC’04), Advanced Simulation Technologies Conference, Arlington, VA, 2004.
    • (2004)
    • Hu, X.1    Zeigler, B.2
  • 41
    • 50049108328 scopus 로고    scopus 로고
    • Algorithms for efficient implementations of the DEVS & DSDEVS abstract simulators
    • Proceedings of the 1st Open International Conference on Modeling & Simulation ISIMA/Blaise Pascal University, France
    • Muzy A. Nutaro J. Algorithms for efficient implementations of the DEVS & DSDEVS abstract simulators. In: Proceedings of the 1st Open International Conference on Modeling & Simulation, ISIMA/Blaise Pascal University, France, 2005, pp.401–407.
    • (2005) , pp. 401-407
    • Muzy, A.1    Nutaro, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.