Jolivet R et al. (2008). A benchmark test for a quantitative assessment of simple neuron models. Journal of neuroscience methods. 169 [PubMed]

See more from authors: Jolivet R · Kobayashi R · Rauch A · Naud R · Shinomoto S · Gerstner W

References and models cited by this paper

Abeles M. (1991). Corticonics: Neural Circuits of the Cerebral Cortex..

Agüera y Arcas B, Fairhall AL, Bialek W. (2003). Computation in a single neuron: Hodgkin and Huxley revisited. Neural computation. 15 [PubMed]

Aronov D, Victor JD. (2004). Non-Euclidean properties of spike train metric spaces. Physical review. E, Statistical, nonlinear, and soft matter physics. 69 [PubMed]

Benda J, Herz AV. (2003). A universal model for spike-frequency adaptation. Neural computation. 15 [PubMed]

Bower JM, Beeman D. (1995). The Book of GENESIS: Exploring Realistic Neural Models with the GEneral NEural SImulation System..

Brette R, Gerstner W. (2005). Adaptive exponential integrate-and-fire model as an effective description of neuronal activity. Journal of neurophysiology. 94 [PubMed]

Brette R, Guigon E. (2003). Reliability of spike timing is a general property of spiking model neurons. Neural computation. 15 [PubMed]

Brillinger DR. (1988). The maximum likelihood approach to the identification of neuronal firing systems. Annals of biomedical engineering. 16 [PubMed]

Brillinger DR. (1988). Maximum likelihood analysis of spike trains of interacting nerve cells. Biological cybernetics. 59 [PubMed]

Brillinger DR, Segundo JP. (1979). Empirical examination of the threshold model of neuron firing. Biological cybernetics. 35 [PubMed]

Brunel N, Hakim V, Richardson MJ. (2003). Firing-rate resonance in a generalized integrate-and-fire neuron with subthreshold resonance. Physical review. E, Statistical, nonlinear, and soft matter physics. 67 [PubMed]

Chatfield C. (2003). The analysis of time series: an introduction. 6th ed

Cox D, Miller H. (1965). The Theory of Stochastic Processes.

Druckmann S et al. (2007). A novel multiple objective optimization framework for constraining conductance-based neuron models by experimental data. Frontiers in neuroscience. 1 [PubMed]

Fourcaud-Trocmé N, Hansel D, van Vreeswijk C, Brunel N. (2003). How spike generation mechanisms determine the neuronal response to fluctuating inputs. The Journal of neuroscience : the official journal of the Society for Neuroscience. 23 [PubMed]

Geisler CD, Goldberg JM. (1966). A stochastic model of the repetitive activity of neurons. Biophysical journal. 6 [PubMed]

Geisler WS, Albrecht DG, Salvi RJ, Saunders SS. (1991). Discrimination performance of single neurons: rate and temporal-pattern information. Journal of neurophysiology. 66 [PubMed]

HODGKIN AL, HUXLEY AF. (1952). A quantitative description of membrane current and its application to conduction and excitation in nerve. The Journal of physiology. 117 [PubMed]

Hansel D, Mato G. (2003). Asynchronous states and the emergence of synchrony in large networks of interacting excitatory and inhibitory neurons. Neural computation. 15 [PubMed]

Huys QJ, Ahrens MB, Paninski L. (2006). Efficient estimation of detailed single-neuron models. Journal of neurophysiology. 96 [PubMed]

Ikegaya Y et al. (2004). Synfire chains and cortical songs: temporal modules of cortical activity. Science (New York, N.Y.). 304 [PubMed]

Izhikevich EM. (2003). Simple model of spiking neurons. IEEE transactions on neural networks. 14 [PubMed]

Izhikevich EM. (2004). Which model to use for cortical spiking neurons? IEEE transactions on neural networks. 15 [PubMed]

Jolivet R, Gerstner W. (2004). Predicting spike times of a detailed conductance-based neuron model driven by stochastic spike arrival. Journal of physiology, Paris. 98 [PubMed]

Jolivet R, Lewis TJ, Gerstner W. (2004). Generalized integrate-and-fire models of neuronal activity approximate spike trains of a detailed model to a high degree of accuracy. Journal of neurophysiology. 92 [PubMed]

Jolivet R, Rauch A, Lüscher HR, Gerstner W. (2006). Predicting spike timing of neocortical pyramidal neurons by simple threshold models. Journal of computational neuroscience. 21 [PubMed]

Kearney RE, Westwick DT. (2003). Identification of nonlinear physiological systems.

Keat J, Reinagel P, Reid RC, Meister M. (2001). Predicting every spike: a model for the responses of visual neurons. Neuron. 30 [PubMed]

Kistler WM, Gerstner W. (2002). Spiking neuron models.

Kistler WM, van Hemmen JL, Gerstner W. (1997). Reduction of Hodgkin-Huxley equations to a single-variable threshold model. Neural Comput. 9

Kobayashi R, Shinomoto S. (2007). State space method for predicting the spike times of a neuron. Physical review. E, Statistical, nonlinear, and soft matter physics. 75 [PubMed]

La Camera G, Rauch A, Lüscher HR, Senn W, Fusi S. (2004). Minimal models of adapted neuronal response to in vivo-like input currents. Neural computation. 16 [PubMed]

La Camera G et al. (2006). Multiple time scales of temporal response in pyramidal and fast spiking cortical neurons. Journal of neurophysiology. 96 [PubMed]

Lansky P, Sanda P, He J. (2006). The parameters of the stochastic leaky integrate-and-fire neuronal model. Journal of computational neuroscience. 21 [PubMed]

Luscher HR, Gerstner W, Rauch A, Jolivet R, Clopath C. (2007). Predicting neuronal activity with simple models of the threshold type: adaptive exponential integrate-and-fire model with two compartments Neurocomput. 70

MacLeod K, Bäcker A, Laurent G. (1998). Who reads temporal information contained across synchronized and oscillatory spike trains? Nature. 395 [PubMed]

Mainen ZF, Sejnowski TJ. (1995). Reliability of spike timing in neocortical neurons. Science (New York, N.Y.). 268 [PubMed]

Markram H. (2006). The blue brain project. Nature reviews. Neuroscience. 7 [PubMed]

Marmarelis VZ, Berger TW. (2005). General methodology for nonlinear modeling of neural systems with Poisson point-process inputs. Mathematical biosciences. 196 [PubMed]

McCormick DA, Connors BW, Lighthall JW, Prince DA. (1985). Comparative electrophysiology of pyramidal and sparsely spiny stellate neurons of the neocortex. Journal of neurophysiology. 54 [PubMed]

Paninski L, Pillow J, Simoncelli E. (2005). Comparing integrate-and-fire models estimated using intracellular and extracellular data Neurocomputing. 65

Pillow JW, Paninski L, Uzzell VJ, Simoncelli EP, Chichilnisky EJ. (2005). Prediction and decoding of retinal ganglion cell responses with a probabilistic spiking model. The Journal of neuroscience : the official journal of the Society for Neuroscience. 25 [PubMed]

Prinz AA, Billimoria CP, Marder E. (2003). Alternative to hand-tuning conductance-based models: construction and analysis of databases of model neurons. Journal of neurophysiology. 90 [PubMed]

Prinz AA, Bucher D, Marder E. (2004). Similar network activity from disparate circuit parameters. Nature neuroscience. 7 [PubMed]

Purpura K, Victor J. (1997). Metric-space analysis of spike trains: Theory, algorithms and application Comput Neural Syst. 8

Rauch A, La Camera G, Luscher HR, Senn W, Fusi S. (2003). Neocortical pyramidal cells respond as integrate-and-fire neurons to in vivo-like input currents. Journal of neurophysiology. 90 [PubMed]

Song D et al. (2007). Nonlinear dynamic modeling of spike train transformations for hippocampal-cortical prostheses. IEEE transactions on bio-medical engineering. 54 [PubMed]

Tsubo Y, Kaneko T, Shinomoto S. (2004). Predicting spike timings of current-injected neurons. Neural networks : the official journal of the International Neural Network Society. 17 [PubMed]

Tuckwell HC. (1988). Introduction To Theoretical Neurobiology: Vol 1, Linear Cable Theory And Dendritic Structure. 1

Vanier MC, Bower JM. (1999). A comparative survey of automated parameter-search methods for compartmental neural models. Journal of computational neuroscience. 7 [PubMed]

Victor JD, Purpura KP. (1996). Nature and precision of temporal coding in visual cortex: a metric-space analysis. Journal of neurophysiology. 76 [PubMed]

Wiener N. (1958). Nonlinear Problems in Random Theory.

van Rossum MC. (2001). A novel spike distance. Neural computation. 13 [PubMed]

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