{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,21]],"date-time":"2025-09-21T17:34:23Z","timestamp":1758476063263},"reference-count":65,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2009,12,9]],"date-time":"2009-12-09T00:00:00Z","timestamp":1260316800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["J Comput Neurosci"],"published-print":{"date-parts":[[2010,4]]},"DOI":"10.1007\/s10827-009-0201-3","type":"journal-article","created":{"date-parts":[[2009,12,8]],"date-time":"2009-12-08T06:29:01Z","timestamp":1260253741000},"page":"229-245","source":"Crossref","is-referenced-by-count":22,"title":["Spectrum of Lyapunov exponents of non-smooth dynamical systems of integrate-and-fire type"],"prefix":"10.1007","volume":"28","author":[{"given":"Douglas","family":"Zhou","sequence":"first","affiliation":[]},{"given":"Yi","family":"Sun","sequence":"additional","affiliation":[]},{"given":"Aaditya V.","family":"Rangan","sequence":"additional","affiliation":[]},{"given":"David","family":"Cai","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2009,12,9]]},"reference":[{"key":"201_CR1","doi-asserted-by":"crossref","first-page":"1679","DOI":"10.1103\/PhysRevLett.61.1679","volume":"61","author":"P Alstrom","year":"1988","unstructured":"Alstrom, P., Christiansen, B., & Levinsen, M. T. (1988). Nonchaotic transition from quasiperiodicity to complete phase locking. Physical Review Letters, 61, 1679\u20131682.","journal-title":"Physical Review Letters"},{"key":"201_CR2","doi-asserted-by":"crossref","first-page":"2209","DOI":"10.1523\/JNEUROSCI.19-06-02209.1999","volume":"19","author":"R Azouz","year":"1999","unstructured":"Azouz, R., & Gray, C. M. (1999). Cellular mechanisms contributing to response variability of cortical neurons in vivo. Journal of Neuroscience, 19, 2209\u20132223.","journal-title":"Journal of Neuroscience"},{"key":"201_CR3","doi-asserted-by":"crossref","first-page":"9","DOI":"10.1007\/BF02128236","volume":"15","author":"G Benettin","year":"1980","unstructured":"Benettin, G., Galgani, L., Giorgilli, A., & Strelcyn, J. M. (1980a). Lyapunov Characteristic Exponents for smooth dynamical systems and for hamiltonian systems; A method for computing all of them, Part I: Theory. Meccanica, 15, 9\u201320.","journal-title":"Meccanica"},{"key":"201_CR4","doi-asserted-by":"crossref","first-page":"21","DOI":"10.1007\/BF02128237","volume":"15","author":"G Benettin","year":"1980","unstructured":"Benettin, G., Galgani, L., Giorgilli, A., & Strelcyn, J. M. (1980b). Lyapunov Characteristic Exponents for smooth dynamical systems and for hamiltonian systems; A method for computing all of them, Part II: Numerical application. Meccanica, 15, 21\u201330.","journal-title":"Meccanica"},{"key":"201_CR5","doi-asserted-by":"crossref","first-page":"38","DOI":"10.1007\/s00285-003-0223-9","volume":"48","author":"R Brette","year":"2004","unstructured":"Brette, R. (2004). Dynamics of one-dimensional spiking neuron models. Journal of Mathematical Biology, 48, 38\u201356.","journal-title":"Journal of Mathematical Biology"},{"key":"201_CR6","first-page":"3637","volume":"94","author":"R Brette","year":"2005","unstructured":"Brette, R., & Gerstner, W. (2005). Adaptive exponential integrate-and-fire model as an effective description of neuronal activity. Journal of Mathematical Biology, 94, 3637\u20133642.","journal-title":"Journal of Mathematical Biology"},{"key":"201_CR7","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/s00422-006-0068-6","volume":"95","author":"AN Burkitt","year":"2006","unstructured":"Burkitt, A. N. (2006a). A review of the integrate-and-fire neuron model: I. Homogeneous synaptic input. Biological Cybernetics, 95, 1\u201319.","journal-title":"Biological Cybernetics"},{"key":"201_CR8","doi-asserted-by":"crossref","first-page":"97","DOI":"10.1007\/s00422-006-0082-8","volume":"95","author":"AN Burkitt","year":"2006","unstructured":"Burkitt, A. N. (2006b). A review of the integrate-and-fire neuron model: II. Inhomogeneous synaptic input and network properties. Biological Cybernetics, 95, 97\u2013112.","journal-title":"Biological Cybernetics"},{"key":"201_CR9","doi-asserted-by":"crossref","first-page":"5868","DOI":"10.1073\/pnas.0501913102","volume":"102","author":"D Cai","year":"2005","unstructured":"Cai, D., Rangan, A. V., & McLaughlin, D. W. (2005). Architectural and synaptic mechanisms underlying coherent spontaneous activity in V1. Proceedings of National Academy of Sciences of the United States of America, 102, 5868\u20135873.","journal-title":"Proceedings of National Academy of Sciences of the United States of America"},{"key":"201_CR10","doi-asserted-by":"crossref","first-page":"3425","DOI":"10.1152\/jn.1996.76.5.3425","volume":"76","author":"M Carandini","year":"1996","unstructured":"Carandini, M., Mechler, F., Leonard, C. S., & Movshon, J. A. (1996). Spike train encoding by regular-spiking cells of the visual cortex. Journal of Neurophysiology, 76, 3425\u20133441.","journal-title":"Journal of Neurophysiology"},{"key":"201_CR11","doi-asserted-by":"crossref","first-page":"301","DOI":"10.1007\/s10827-007-0033-y","volume":"23","author":"MJ Chacron","year":"2007","unstructured":"Chacron, M. J., Lindner, B., & Longtin, A. (2007). Threshold fatigue and information transmission. Journal of Computational Neuroscience, 23, 301\u2013311.","journal-title":"Journal of Computational Neuroscience"},{"key":"201_CR12","doi-asserted-by":"crossref","first-page":"5328","DOI":"10.1523\/JNEUROSCI.21-14-05328.2001","volume":"21","author":"MJ Chacron","year":"2001","unstructured":"Chacron, M. J., Longtin, A., & Maler, L. (2001a). Negative interspike interval correlations increase the neuronal capacity for encoding time dependent stimuli. Journal of Neuroscience, 21, 5328\u20135343.","journal-title":"Journal of Neuroscience"},{"key":"201_CR13","doi-asserted-by":"crossref","first-page":"129","DOI":"10.1016\/S0925-2312(01)00549-5","volume":"38","author":"MJ Chacron","year":"2001","unstructured":"Chacron, M. J., Longtin, A., & Maler, L. (2001b). Simple models of bursting and non-bursting P-type electroreceptors. Neurocomputing, 38, 129\u2013139.","journal-title":"Neurocomputing"},{"key":"201_CR14","doi-asserted-by":"crossref","first-page":"138","DOI":"10.1016\/j.physd.2003.12.009","volume":"192","author":"MJ Chacron","year":"2004","unstructured":"Chacron, M. J., Longtin, A., & Pakdaman, K. (2004). Chaotic firing in the sinusoidally forced leaky integrate-and-fire model with threshold fatigue. Physica D, 192, 138\u2013160.","journal-title":"Physica D"},{"key":"201_CR15","doi-asserted-by":"crossref","first-page":"1576","DOI":"10.1103\/PhysRevLett.85.1576","volume":"85","author":"MJ Chacron","year":"2000","unstructured":"Chacron, M. J., Longtin, A., St-Hilaire, M., & Maler, L. (2000). Suprathreshold stochastic firing dynamics with memory in P-type electroreceptors. Physical Review Letters, 85, 1576\u20131579.","journal-title":"Physical Review Letters"},{"key":"201_CR16","doi-asserted-by":"crossref","first-page":"253","DOI":"10.1162\/089976603762552915","volume":"15","author":"MJ Chacron","year":"2003","unstructured":"Chacron, M. J., Pakdaman, K., & Longtin, A. (2003). Interspike interval correlations, memory, adaptation, and refractoriness in a leaky integrate-and-fire model with threshold fatigue. Neural Computation, 15, 253\u2013276.","journal-title":"Neural Computation"},{"key":"201_CR17","volume-title":"Theoretical Neuroscience","author":"P Dayan","year":"2001","unstructured":"Dayan, P., & Abbott, L. F. (2001). Theoretical Neuroscience. Massachusetts: MIT."},{"key":"201_CR18","doi-asserted-by":"crossref","first-page":"849","DOI":"10.1177\/107754630100700605","volume":"7","author":"SLT Souza de","year":"2001","unstructured":"de Souza, S. L. T., & Caldas, I. L. (2001). Basins of attraction and transient chaos in a gear-rattling model. Journal of Vibration and Control, 7, 849\u2013862.","journal-title":"Journal of Vibration and Control"},{"key":"201_CR19","doi-asserted-by":"crossref","first-page":"569","DOI":"10.1016\/S0960-0779(03)00130-9","volume":"19","author":"SLT Souza de","year":"2004","unstructured":"de Souza, S. L. T., & Caldas, I. L. (2004). Calculation of Lyapunov exponents in systems with impacts. Chaos, Solitons & Fractals, 19, 569\u2013579.","journal-title":"Chaos, Solitons & Fractals"},{"key":"201_CR20","doi-asserted-by":"crossref","first-page":"617","DOI":"10.1103\/RevModPhys.57.617","volume":"57","author":"JP Eckmann","year":"1985","unstructured":"Eckmann, J. P., & Ruelle, D. (1985). Ergodic theory of chaos and strange attractors. Reviews of Modern Physics, 57, 617\u2013656.","journal-title":"Reviews of Modern Physics"},{"key":"201_CR21","doi-asserted-by":"crossref","first-page":"153","DOI":"10.1016\/0167-2789(83)90125-2","volume":"7","author":"JD Farmer","year":"1983","unstructured":"Farmer, J. D., Ott, E., & Yorke, J. A. (1983). The dimension of chaotic attractors. Physica D, 7, 153\u2013180.","journal-title":"Physica D"},{"key":"201_CR22","doi-asserted-by":"crossref","first-page":"11628","DOI":"10.1523\/JNEUROSCI.23-37-11628.2003","volume":"23","author":"N Fourcaud-Trocme","year":"2003","unstructured":"Fourcaud-Trocme, N., Hansel, D., van Vreeswijk, C., & Brunel, N. (2003). How spike generation mechanisms determine the neuronal response to fluctuating inputs. Journal of Neuroscience, 23, 11628\u201311640.","journal-title":"Journal of Neuroscience"},{"key":"201_CR23","doi-asserted-by":"crossref","first-page":"185","DOI":"10.1016\/0022-0396(83)90011-6","volume":"49","author":"P Frederickson","year":"1983","unstructured":"Frederickson, P., Kaplan, J. L., Yorke, E. D., & Yorke, J. A. (1983). The Lyapunov dimension of strange attractors. Journal of Differential Equations, 49, 185\u2013207.","journal-title":"Journal of Differential Equations"},{"key":"201_CR24","doi-asserted-by":"crossref","first-page":"32","DOI":"10.1143\/PTP.69.32","volume":"69","author":"H Fujisaka","year":"1983","unstructured":"Fujisaka, H., & Yamada, T. (1983). Stability theory of synchronized motion in coupled-oscillator systems. Progress of Theoretical Physics, 69, 32\u201347.","journal-title":"Progress of Theoretical Physics"},{"key":"201_CR25","doi-asserted-by":"crossref","first-page":"4344","DOI":"10.1152\/jn.00510.2004","volume":"94","author":"C Geisler","year":"2005","unstructured":"Geisler, C., Brunel, N., & Wang, X. J. (2005). Contributions of intrinsic membrane dynamics to fast network oscillations with irregular neuronal discharges. Journal of Neurophysiology, 94, 4344\u20134361.","journal-title":"Journal of Neurophysiology"},{"key":"201_CR26","doi-asserted-by":"crossref","DOI":"10.1017\/CBO9780511815706","volume-title":"Spiking neuron models","author":"W Gerstner","year":"2002","unstructured":"Gerstner, W., & Kistler, W. M. (2002). Spiking neuron models. Cambridge: Cambridge University Press."},{"key":"201_CR27","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4612-1140-2","volume-title":"Nonlinear oscillations, dynamical systems, and bifurcations of vector fields","author":"J Guckenheimer","year":"1983","unstructured":"Guckenheimer, J., & Holmes, P. (1983). Nonlinear oscillations, dynamical systems, and bifurcations of vector fields. New York: Springer."},{"key":"201_CR28","doi-asserted-by":"crossref","first-page":"231","DOI":"10.1006\/jsvi.1995.0137","volume":"181","author":"RPS Han","year":"1995","unstructured":"Han, R. P. S., Luo, A. C. J., & Deng, W. (1995). Chaotic motion of a horizontal impact pair. Journal of Sound & Vibration, 181, 231\u2013250.","journal-title":"Journal of Sound & Vibration"},{"key":"201_CR29","doi-asserted-by":"crossref","first-page":"6181","DOI":"10.1523\/JNEUROSCI.20-16-06181.2000","volume":"20","author":"A Harsch","year":"2000","unstructured":"Harsch, A., & Robinson, H. P. (2000). Postsynaptic variability of firing in rat cortical neurons: The roles of input synchronization and synaptic NMDA receptor conductance. Journal of Neuroscience, 20, 6181\u20136192.","journal-title":"Journal of Neuroscience"},{"key":"201_CR30","doi-asserted-by":"crossref","first-page":"413","DOI":"10.1063\/1.166424","volume":"9","author":"R Hegger","year":"1999","unstructured":"Hegger, R., Kantz, H., & Schreiber, T. (1999). Practical implementation of nonlinear time series methods: The TISEAN package. Chaos, 9, 413\u2013435.","journal-title":"Chaos"},{"key":"201_CR31","doi-asserted-by":"crossref","first-page":"535","DOI":"10.1016\/S0960-0779(96)00121-X","volume":"8","author":"N Hinrichs","year":"1997","unstructured":"Hinrichs, N., Oestreich, M., & Popp, K. (1997). Dynamics of oscillators with impact and friction. Chaos, Solitons & Fractals, 8, 535\u2013558.","journal-title":"Chaos, Solitons & Fractals"},{"key":"201_CR32","doi-asserted-by":"crossref","first-page":"500","DOI":"10.1113\/jphysiol.1952.sp004764","volume":"117","author":"AL Hodgkin","year":"1952","unstructured":"Hodgkin, A. L., & Huxley, A. F. (1952). A quantitative description of membrane current and its application to conduction and excitation in nerve. Journal of Physiology, 117, 500\u2013544.","journal-title":"Journal of Physiology"},{"key":"201_CR33","doi-asserted-by":"crossref","first-page":"161","DOI":"10.1016\/S0925-2312(00)00158-2","volume":"32","author":"D Horn","year":"2000","unstructured":"Horn, D., & Opher, I. (2000). Complex dynamics of neuronal thresholds. Neurocomputing, 32, 161\u2013166.","journal-title":"Neurocomputing"},{"key":"201_CR34","doi-asserted-by":"crossref","first-page":"1036","DOI":"10.1103\/PhysRevA.40.1036","volume":"40","author":"D Horn","year":"1989","unstructured":"Horn, D., & Usher, M. (1989). Neural networks with dynamical thresholds. Physical Review A, 40, 1036\u20131044.","journal-title":"Physical Review A"},{"key":"201_CR35","doi-asserted-by":"crossref","first-page":"77","DOI":"10.1016\/0375-9601(94)90991-1","volume":"185","author":"H Kantz","year":"1994","unstructured":"Kantz, H. (1994). A robust method to estimate the maximal Lyapunov exponent of a time series. Physics letters A, 185, 77\u201387.","journal-title":"Physics letters A"},{"key":"201_CR36","volume-title":"Funtional differential equations and approximations of fixed points","author":"JL Kaplan","year":"1979","unstructured":"Kaplan, J. L., & Yorke, J. A. (1979). Funtional differential equations and approximations of fixed points. Berlin: Springer."},{"key":"201_CR37","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4757-2184-3","volume-title":"Regular and chaotic dynamics","author":"AL Lichtenberg","year":"1992","unstructured":"Lichtenberg, A. L., & Lieberman, M. A. (1992). Regular and chaotic dynamics. New York: Springer."},{"key":"201_CR38","doi-asserted-by":"crossref","first-page":"505","DOI":"10.1016\/j.jtbi.2004.08.030","volume":"232","author":"B Lindner","year":"2005","unstructured":"Lindner, B., & Longtin, A. (2005). Effect of an exponentially decaying threshold on the firing statistics of a stochastic integrate-and-fire neuron. Journal of Theoretical Biology, 232, 505\u2013521.","journal-title":"Journal of Theoretical Biology"},{"key":"201_CR39","doi-asserted-by":"crossref","first-page":"25","DOI":"10.1023\/A:1008916026143","volume":"10","author":"YH Liu","year":"2001","unstructured":"Liu, Y. H., & Wang, X. J. (2001). Spike-frequency adaptation of a generalized integrate-and fire model neuron. Journal of Computational Neuroscience, 10, 25\u201345.","journal-title":"Journal of Computational Neuroscience"},{"key":"201_CR40","doi-asserted-by":"crossref","first-page":"1503","DOI":"10.1126\/science.7770778","volume":"268","author":"ZF Mainen","year":"1995","unstructured":"Mainen, Z. F., & Sejnowski, T. J. (1995). Reliability of spike timing in neocortical neurons. Science, 268, 1503\u20131506.","journal-title":"Science"},{"key":"201_CR41","doi-asserted-by":"crossref","first-page":"8087","DOI":"10.1073\/pnas.110135097","volume":"97","author":"DW McLaughlin","year":"2000","unstructured":"McLaughlin, D. W., Shapley, R., Shelley, M., & Wielaard, D. J. (2000). A neuronal network model of macaque primary visual cortex (V1): Orientation selectivity and dynamics in the input layer 4C alpha. Proceedings of National Academy of Sciences of the United States of America, 97, 8087\u20138092.","journal-title":"Proceedings of National Academy of Sciences of the United States of America"},{"key":"201_CR42","doi-asserted-by":"crossref","first-page":"1671","DOI":"10.1016\/0960-0779(94)00170-U","volume":"5","author":"PC Mueller","year":"1995","unstructured":"Mueller, P. C. (1995). Calculation of Lyapunov exponents for dynamics systems with discontinuities. Chaos, Solitons & Fractals, 5, 1671\u20131681.","journal-title":"Chaos, Solitons & Fractals"},{"key":"201_CR43","doi-asserted-by":"crossref","first-page":"1541","DOI":"10.1152\/jn.00580.2002","volume":"89","author":"LG Nowak","year":"2003","unstructured":"Nowak, L. G., Azouz, R., Sanchez-vives, M. V., Gray, C. M., & McCormick, D. A. (2003). Electrophysiological classes of cat primary visual cortical neurons in vivo as revealed by quantitative analyses. Journal of Neurophysiology, 89, 1541\u20131566.","journal-title":"Journal of Neurophysiology"},{"key":"201_CR44","first-page":"197","volume":"19","author":"VI Oseledec","year":"1968","unstructured":"Oseledec, V. I. (1968). A multiplicative ergodic theorem: Lyapunov characteristic numbers for dynamical systems. Transactions of the Moscow Mathematical Society, 19, 197\u2013221.","journal-title":"Transactions of the Moscow Mathematical Society"},{"key":"201_CR45","volume-title":"Chaos in dynamical systems","author":"E Ott","year":"1993","unstructured":"Ott, E. (1993). Chaos in dynamical systems. New York: Cambridge University Press."},{"key":"201_CR46","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4612-3486-9","volume-title":"Practical numerical algorithms for chaotic systems","author":"TS Parker","year":"1989","unstructured":"Parker, T. S., & Chua, L. O. (1989). Practical numerical algorithms for chaotic systems. New York: Springer."},{"key":"201_CR47","doi-asserted-by":"crossref","first-page":"821","DOI":"10.1103\/PhysRevLett.64.821","volume":"64","author":"LM Pecora","year":"1990","unstructured":"Pecora, L. M., & Carroll, T. L. (1990). Synchronization in chaotic systems. Physical Review Letters, 64, 821\u2013824.","journal-title":"Physical Review Letters"},{"key":"201_CR48","doi-asserted-by":"crossref","first-page":"1213","DOI":"10.1103\/RevModPhys.78.1213","volume":"78","author":"MI Rabinovich","year":"2006","unstructured":"Rabinovich, M. I., Varona, P., Selverston, A. I., & Abarbanel, H. D. I. (2006). Dynamical principles in neuroscience. Reviews of Modern Physics, 78, 1213\u20131265.","journal-title":"Reviews of Modern Physics"},{"key":"201_CR49","doi-asserted-by":"crossref","first-page":"72","DOI":"10.1016\/S0167-2789(99)00234-1","volume":"139","author":"K Ramasubramanian","year":"2000","unstructured":"Ramasubramanian, K., & Seiram, M. S. (2000). A comparative study of computation of Lyapunov spectra with different algorithms. Physica D, 139, 72\u201386.","journal-title":"Physica D"},{"key":"201_CR50","doi-asserted-by":"crossref","first-page":"81","DOI":"10.1007\/s10827-006-8526-7","volume":"22","author":"AV Rangan","year":"2007","unstructured":"Rangan, A. V., & Cai, D. (2007). Fast numerical methods for simulating large-scale integrate-and-fire neuronal networks. Journal of Computational Neuroscience, 22, 81\u2013100.","journal-title":"Journal of Computational Neuroscience"},{"key":"201_CR51","doi-asserted-by":"crossref","first-page":"18793","DOI":"10.1073\/pnas.0509481102","volume":"102","author":"AV Rangan","year":"2005","unstructured":"Rangan, A. V., Cai, D., & McLaughlin, D. W. (2005). Modeling the spatiotemporal cortical activity associated with the line-motion illusion in primary visual cortex. Proceedings of National Academy of Sciences of the United States of America, 102, 18793\u201318800.","journal-title":"Proceedings of National Academy of Sciences of the United States of America"},{"key":"201_CR52","doi-asserted-by":"crossref","first-page":"1598","DOI":"10.1152\/jn.00293.2003","volume":"90","author":"A Rauch","year":"2003","unstructured":"Rauch, A., Camera, G. L., Luscher, H., Senn, W., & Fusi, S. (2003). Neocortical pyramidal cells respond as integrate-and-fire neurons to in vivo-like input currents. Journal of Neurophysiology, 90, 15980\u20131612.","journal-title":"Journal of Neurophysiology"},{"key":"201_CR53","doi-asserted-by":"crossref","first-page":"3870","DOI":"10.1523\/JNEUROSCI.18-10-03870.1998","volume":"18","author":"MN Shadlen","year":"1998","unstructured":"Shadlen, M. N., & Newsome, W. T. (1998). The variable discharge of cortical neurons: Implications for connectivity, computation and information coding. Journal of Neuroscience, 18, 3870\u20133896.","journal-title":"Journal of Neuroscience"},{"key":"201_CR54","doi-asserted-by":"crossref","first-page":"334","DOI":"10.1523\/JNEUROSCI.13-01-00334.1993","volume":"13","author":"WR Softky","year":"1993","unstructured":"Softky, W. R., & Koch, C. (1993). The highly irregular firing of cortical cells is inconsistent with temporal integration of random EPSPs. Journal of Neuroscience, 13, 334\u2013350.","journal-title":"Journal of Neuroscience"},{"key":"201_CR55","doi-asserted-by":"crossref","first-page":"5448","DOI":"10.1523\/JNEUROSCI.15-08-05448.1995","volume":"15","author":"DC Somers","year":"1995","unstructured":"Somers, D. C., Nelson, S. B., & Sur, M. (1995). An emergent model of orientation selectivity in cat visual cortical simple cells. Journal of Neuroscience, 15, 5448\u20135465.","journal-title":"Journal of Neuroscience"},{"key":"201_CR56","doi-asserted-by":"crossref","first-page":"2443","DOI":"10.1016\/S0960-0779(00)00029-1","volume":"11","author":"A Stefanski","year":"2000","unstructured":"Stefanski, A. (2000). Estimation of the largest Lyapunov exponent in systems with impacts. Chaos, Solitons & Fractals, 11, 2443\u20132451.","journal-title":"Chaos, Solitons & Fractals"},{"key":"201_CR57","doi-asserted-by":"crossref","first-page":"207","DOI":"10.1155\/S1026022600000200","volume":"4","author":"A Stefanski","year":"2000","unstructured":"Stefanski, A., & Kapitaniak, T. (2000). Using chaos synchronization to estimate the largest Lyapunov exponent of nonsmooth systems. Discrete Dynamics in Nature and Society, 4, 207\u2013215.","journal-title":"Discrete Dynamics in Nature and Society"},{"key":"201_CR58","doi-asserted-by":"crossref","first-page":"233","DOI":"10.1016\/S0960-0779(02)00095-4","volume":"15","author":"A Stefanski","year":"2003","unstructured":"Stefanski, A., & Kapitaniak, T. (2003). Estimation of the dominant Lyapunov exponent of non-smooth systems on the basis of maps synchronization. Chaos, Solitons & Fractals, 15, 233\u2013244.","journal-title":"Chaos, Solitons & Fractals"},{"key":"201_CR59","doi-asserted-by":"crossref","first-page":"366","DOI":"10.1073\/pnas.2036460100","volume":"101","author":"L Tao","year":"2004","unstructured":"Tao, L., Shelley, M., McLaughlin, D. W., & Shapley, R. (2004). An egalitarian network model for the emergence of simple and complex cells in visual cortex. Proceedings of National Academy of Sciences of the United States of America, 101, 366\u2013371.","journal-title":"Proceedings of National Academy of Sciences of the United States of America"},{"key":"201_CR60","doi-asserted-by":"crossref","first-page":"775","DOI":"10.1016\/0042-6989(83)90200-6","volume":"23","author":"DJ Tolhurst","year":"1983","unstructured":"Tolhurst, D. J., Movshon, J. A., & Dean, A. F. (1983). The statistical reliability of signals in single neurons in cat and monkey visual cortex. Vision Research, 23, 775\u2013785.","journal-title":"Vision Research"},{"key":"201_CR61","doi-asserted-by":"crossref","first-page":"5908","DOI":"10.1523\/JNEUROSCI.18-15-05908.1998","volume":"18","author":"TW Troyer","year":"1998","unstructured":"Troyer, T. W., Krukowski, A. E., Priebe, N. J., & Miller, K. D. (1998). Contrast-invariant orientation tuning in cat visual cortex: Thalamocortical input tuning and correlation-based intracortical connectivity. Journal of Neuroscience, 18, 5908\u20135927.","journal-title":"Journal of Neuroscience"},{"key":"201_CR62","doi-asserted-by":"crossref","first-page":"6402","DOI":"10.1523\/JNEUROSCI.16-20-06402.1996","volume":"16","author":"XJ Wang","year":"1996","unstructured":"Wang, X. J., & Buzsaki, G. (1996). Gamma oscillation by synaptic inhibition in a hippocampal interneuronal network model. Journal of Neuroscience, 16, 6402\u20136413.","journal-title":"Journal of Neuroscience"},{"key":"201_CR63","doi-asserted-by":"crossref","first-page":"423","DOI":"10.1016\/j.conb.2007.07.001","volume":"17","author":"B Wark","year":"2007","unstructured":"Wark, B., Lundstrom, B. N., & Fairhall, A. (2007). Sensory adaptation. Current opinion in Neurobiology, 17, 423\u2013429.","journal-title":"Current opinion in Neurobiology"},{"key":"201_CR64","doi-asserted-by":"crossref","first-page":"285","DOI":"10.1016\/0167-2789(85)90011-9","volume":"16","author":"A Wolf","year":"1985","unstructured":"Wolf, A., Swift, J. B., Swinney, H. L., & Vastano, J. A. (1985). Determining lyapunov exponents from a time series. Physica D, 16, 285\u2013317.","journal-title":"Physica D"},{"key":"201_CR65","doi-asserted-by":"crossref","first-page":"661","DOI":"10.1113\/jphysiol.1995.sp020998","volume":"488","author":"L Zhang","year":"1995","unstructured":"Zhang, L., & McBain, C. J. (1995). Potassium conductances underlying repolarization and after-hyperpolarization in rat CA1 hippocampal interneurones. Journal of Physiology, 488, 661\u2013672.","journal-title":"Journal of Physiology"}],"container-title":["Journal of Computational Neuroscience"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10827-009-0201-3.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10827-009-0201-3\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10827-009-0201-3","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,30]],"date-time":"2019-05-30T21:37:15Z","timestamp":1559252235000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10827-009-0201-3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2009,12,9]]},"references-count":65,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2010,4]]}},"alternative-id":["201"],"URL":"https:\/\/doi.org\/10.1007\/s10827-009-0201-3","relation":{},"ISSN":["0929-5313","1573-6873"],"issn-type":[{"value":"0929-5313","type":"print"},{"value":"1573-6873","type":"electronic"}],"subject":[],"published":{"date-parts":[[2009,12,9]]}}}