Citation Relationships



Masuda N, Aihara K (2004) Self-organizing dual coding based on spike-time-dependent plasticity. Neural Comput 16:627-63 [PubMed]

References and models cited by this paper

References and models that cite this paper

Abbott LF, Nelson SB (2000) Synaptic plasticity: taming the beast. Nat Neurosci 3 Suppl:1178-83 [PubMed]

Abbott LF, Song S (1999) Temporally asymmetric Hebbian learning, postspike timing and neuronal response variability. Adv Neural Informat Processing Syst 11:69-75

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

Aertsen A, Erb M, Palm G (1994) Dynamics of functional coupling in the cerebral cortex: an attempt at a model based interpretation. Physica D 75:103-128

Aertsen AM, Gerstein GL, Habib MK, Palm G (1989) Dynamics of neuronal firing correlation: modulation of "effective connectivity". J Neurophysiol 61:900-17 [Journal] [PubMed]

Araki O, Aihara K (2001) Dual information representation with stable firing rates and chaotic spatiotemporal spike patterns in a neural network model. Neural Comput 13:2799-822 [PubMed]

Arieli A, Sterkin A, Grinvald A, Aertsen A (1996) Dynamics of ongoing activity: explanation of the large variability in evoked cortical responses. Science 273:1868-71 [PubMed]

Berry MJ, Warland DK, Meister M (1997) The structure and precision of retinal spike trains. Proc Natl Acad Sci U S A 94:5411-6 [PubMed]

Brunel N (2000) Dynamics of sparsely connected networks of excitatory and inhibitory spiking neurons. J Comput Neurosci 8:183-208 [Journal] [PubMed]

   Sparsely connected networks of spiking neurons (Brunel 2000) [Model]

Cateau H, Fukai T (2003) A stochastic method to predict the consequence of arbitrary forms of spike-timing-dependent plasticity. Neural Comput 15:597-620 [PubMed]

de Oliveira SC, Thiele A, Hoffmann KP (1997) Synchronization of neuronal activity during stimulus expectation in a direction discrimination task. J Neurosci 17:9248-60 [PubMed]

Diesmann M, Gewaltig MO, Aertsen A (1999) Stable propagation of synchronous spiking in cortical neural networks. Nature 402:529-33 [Journal] [PubMed]

   Stable propagation of synchronous spiking in cortical neural networks (Diesmann et al 1999) [Model]

Gerstner W (2000) Population dynamics of spiking neurons: fast transients, asynchronous states, and locking. Neural Comput 12:43-89 [PubMed]

Gerstner W (2005) Coding properties of spiking neurons: reverse and cross-correlations. Neural Netw 14:599-610 [PubMed]

Gerstner W, Kempter R, van Hemmen JL, Wagner H (1996) A neuronal learning rule for sub-millisecond temporal coding. Nature 383:76-81 [PubMed]

Gerstner W, Kistler WM (2002) Mathematical formulations of Hebbian learning. Biol Cybern 87:404-15 [PubMed]

Gerstner W, Kistler WM (2002) Spiking neuron models

Gray CM, Konig P, Engel AK, Singer W (1989) Oscillatory responses in cat visual cortex exhibit inter-columnar synchronization which reflects global stimulus properties. Nature 338:334-7 [PubMed]

Gutig R, Aharonov R, Rotter S, Sompolinsky H (2003) Learning input correlations through nonlinear temporally asymmetric Hebbian plasticity. J Neurosci 23:3697-714 [PubMed]

Horn D, Levy N, Meilijson I, Ruppin E (2000) Distributed synchrony of spiking neurons in a Hebbian cell assembly Advances In Neural Information Processing Systems, Solla SA:Leen TK:Muller KR, ed. pp.129

Kempter R, Gerstner W, van Hemmen JL (2001) Intrinsic stabilization of output rates by spike-based Hebbian learning. Neural Comput 13:2709-41 [PubMed]

Kempter R, Gerstner W, van_Hemmen JL (1999) Hebbian learning and spiking neurons Physical Review E 59:4498-4514 [Journal]

Kistler WM, van Hemmen JL (2000) Modeling synaptic plasticity in conjuction with the timing of pre- and postsynaptic action potentials. Neural Comput 12:385-405 [PubMed]

Kruger J, Becker JD (1991) Recognizing the visual stimulus from neuronal discharges. Trends Neurosci 14:282-6 [PubMed]

Kuhn A, Aertsen A, Rotter S (2003) Higher-order statistics of input ensembles and the response of simple model neurons. Neural Comput 15:67-101 [PubMed]

Kuhn A, Rotter S, Aertsen A (2002) Correlated input spike trains and their effects on the response of the leaky integrate-and-fire neuron Neurocomputing 44:121-126

Levy N, Horn D, Meilijson I, Ruppin E (2005) Distributed synchrony in a cell assembly of spiking neurons. Neural Netw 14:815-24 [PubMed]

Markram H, Lubke J, Frotscher M, Sakmann B (1997) Regulation of synaptic efficacy by coincidence of postsynaptic APs and EPSPs. Science 275:213-5 [PubMed]

Masuda N, Aihara K (2002) Spatiotemporal spike encoding of a continuous external signal. Neural Comput 14:1599-628 [PubMed]

Masuda N, Aihara K (2003) Duality of rate coding and temporal coding in multilayered feedforward networks. Neural Comput 15:103-25 [PubMed]

Nishiyama M, Hong K, Mikoshiba K, Poo MM, Kato K (2000) Calcium stores regulate the polarity and input specificity of synaptic modification. Nature 408:584-8 [PubMed]

Rao RP, Sejnowski TJ (2001) Spike-timing-dependent Hebbian plasticity as temporal difference learning. Neural Comput 13:2221-37 [PubMed]

Riehle A, Grun S, Diesmann M, Aertsen A (1997) Spike synchronization and rate modulation differentially involved in motor cortical function. Science 278:1950-3 [PubMed]

Rubin J, Lee DD, Sompolinsky H (2001) Equilibrium properties of temporally asymmetric Hebbian plasticity. Phys Rev Lett 86:364-7 [PubMed]

Salinas E, Sejnowski TJ (2000) Impact of correlated synaptic input on output firing rate and variability in simple neuronal models. J Neurosci 20:6193-209 [PubMed]

Salinas E, Sejnowski TJ (2001) Correlated neuronal activity and the flow of neural information. Nat Rev Neurosci 2:539-50 [PubMed]

Shadlen MN, Newsome WT (1998) The variable discharge of cortical neurons: implications for connectivity, computation, and information coding. J Neurosci 18:3870-96 [Journal] [PubMed]

Sompolinsky H, Golomb D, Kleinfeld D (1990) Global processing of visual stimuli in a neural network of coupled oscillators. Proc Natl Acad Sci U S A 87:7200-4 [PubMed]

Song S, Abbott LF (2001) Cortical development and remapping through spike timing-dependent plasticity. Neuron 32:339-50 [PubMed]

Song S, Miller KD, Abbott LF (2000) Competitive Hebbian learning through spike-timing-dependent synaptic plasticity. Nat Neurosci 3:919-26 [PubMed]

Stroeve S, Gielen S (2001) Correlation between uncoupled conductance-based integrate-and-fire neurons due to common and synchronous presynaptic firing. Neural Comput 13:2005-29 [PubMed]

Tsodyks M, Uziel A, Markram H (2000) Synchrony generation in recurrent networks with frequency-dependent synapses. J Neurosci 20:RC50 [PubMed]

Tsodyks MV, Markram H (1997) The neural code between neocortical pyramidal neurons depends on neurotransmitter release probability. Proc Natl Acad Sci U S A 94:719-23 [PubMed]

Tsukada M, Ichinose N, Aihara K, Ito H, Fujii H (1996) Dynamical Cell Assembly Hypothesis - Theoretical Possibility of Spatio-temporal Coding in the Cortex. Neural Netw 9:1303-1350 [PubMed]

Vaadia E, Haalman I, Abeles M, Bergman H, Prut Y, Slovin H, Aertsen A (1995) Dynamics of neuronal interactions in monkey cortex in relation to behavioural events. Nature 373:515-8 [PubMed]

van Rossum MC, Bi GQ, Turrigiano GG (2000) Stable Hebbian learning from spike timing-dependent plasticity. J Neurosci 20:8812-21 [PubMed]

van Rossum MC, Turrigiano GG, Nelson SB (2002) Fast propagation of firing rates through layered networks of noisy neurons. J Neurosci 22:1956-66 [PubMed]

von der Malsburg C, Schneider W (1986) A neural cocktail-party processor. Biol Cybern 54:29-40 [PubMed]

Zhang LI, Tao HW, Holt CE, Harris WA, Poo M (1998) A critical window for cooperation and competition among developing retinotectal synapses. Nature 395:37-44 [PubMed]

Cateau H, Reyes AD (2006) Relation between single neuron and population spiking statistics and effects on network activity. Phys Rev Lett 96:058101 [PubMed]

Hosaka R, Araki O, Ikeguchi T (2008) STDP Provides the Substrate for Igniting Synfire Chains by Spatiotemporal Input Patterns. Neural Comput 20:415-35 [PubMed]

Masuda N, Kori H (2007) Formation of feedforward networks and frequency synchrony by spike-timing-dependent plasticity. J Comput Neurosci 22:327-45 [Journal] [PubMed]

(52 refs)