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Froemke RC, Dan Y (2002) Spike-timing-dependent synaptic modification induced by natural spike trains. Nature 416:433-8 [PubMed]

References and models cited by this paper

References and models that cite this paper

Appleby PA, Elliott T (2005) Synaptic and temporal ensemble interpretation of spike-timing-dependent plasticity. Neural Comput 17:2316-36 [Journal] [PubMed]
Appleby PA, Elliott T (2006) Stable competitive dynamics emerge from multispike interactions in a stochastic model of spike-timing-dependent plasticity. Neural Comput 18:2414-64 [Journal] [PubMed]
Appleby PA, Elliott T (2007) Multispike interactions in a stochastic model of spike-timing-dependent plasticity. Neural Comput 19:1362-99 [Journal] [PubMed]
Badoual M, Zou Q, Davison AP, Rudolph M, Bal T, Frégnac Y, Destexhe A (2006) Biophysical and phenomenological models of multiple spike interactions in spike-timing dependent plasticity. Int J Neural Syst 16:79-97 [Journal] [PubMed]
  • Biophysical and phenomenological models of spike-timing dependent plasticity (Badoual et al. 2006) [Model]
Banerjee A (2006) On the sensitive dependence on initial conditions of the dynamics of networks of spiking neurons. J Comput Neurosci 20:321-48 [Journal] [PubMed]
Bohte SM, Mozer MC (2007) Reducing the variability of neural responses: a computational theory of spike-timing-dependent plasticity. Neural Comput 19:371-403 [Journal] [PubMed]
Bono J, Clopath C (2017) Modeling somatic and dendritic spike mediated plasticity at the single neuron and network level. Nat Commun 8:706 [Journal] [PubMed]
  • Modeling dendritic spikes and plasticity (Bono and Clopath 2017) [Model]
Brader JM, Senn W, Fusi S (2007) Learning real-world stimuli in a neural network with spike-driven synaptic dynamics. Neural Comput 19:2881-912 [Journal] [PubMed]
Burkitt AN, Meffin H, Grayden DB (2004) Spike-timing-dependent plasticity: the relationship to rate-based learning for models with weight dynamics determined by a stable fixed point. Neural Comput 16:885-940 [Journal] [PubMed]
Deneve S (2008) Bayesian spiking neurons II: learning. Neural Comput 20:118-45 [Journal] [PubMed]
Florian RV (2007) Reinforcement learning through modulation of spike-timing-dependent synaptic plasticity. Neural Comput 19:1468-502 [Journal] [PubMed]
Gerkin RC, Lau PM, Nauen DW, Wang YT, Bi GQ (2007) Modular competition driven by NMDA receptor subtypes in spike-timing-dependent plasticity. J Neurophysiol 97:2851-62 [Journal] [PubMed]
  • STDP and NMDAR Subunits (Gerkin et al. 2007) [Model]
Graupner M, Brunel N (2007) STDP in a bistable synapse model based on CaMKII and associated signaling pathways. PLoS Comput Biol 3:e221 [Journal] [PubMed]
  • CaMKII system exhibiting bistability with respect to calcium (Graupner and Brunel 2007) [Model]
Graupner M, Brunel N (2012) Calcium-based plasticity model explains sensitivity of synaptic changes to spike pattern, rate, and dendritic location. Proc Natl Acad Sci U S A 109:3991-6 [Journal] [PubMed]
Guyonneau R, VanRullen R, Thorpe SJ (2005) Neurons tune to the earliest spikes through STDP. Neural Comput 17:859-79 [Journal] [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 [Journal] [PubMed]
Iannella N, Tanaka S (2006) Synaptic efficacy cluster formation across the dendrite via STDP. Neurosci Lett 403:24-9 [Journal] [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]
Morrison A, Aertsen A, Diesmann M (2007) Spike-timing-dependent plasticity in balanced random networks. Neural Comput 19:1437-67 [Journal] [PubMed]
Muller L, Brette R, Gutkin B (2011) Spike-timing dependent plasticity and feed-forward input oscillations produce precise and invariant spike phase-locking. Front Comput Neurosci 5:45 [Journal] [PubMed]
  • STDP and oscillations produce phase-locking (Muller et al. 2011) [Model]
Rudolph M, Destexhe A (2006) Analytical integrate-and-fire neuron models with conductance-based dynamics for event-driven simulation strategies. Neural Comput 18:2146-210 [Journal] [PubMed]
Rudolph M, Destexhe A (2006) Event-based simulation strategy for conductance-based synaptic interactions and plasticity Neurocomputing 69:1130-1133
Rumsey CC, Abbott LF (2004) Equalization of synaptic efficacy by activity- and timing-dependent synaptic plasticity. J Neurophysiol 91:2273-80 [Journal] [PubMed]
Sadeh S, Clopath C, Rotter S (2015) Emergence of Functional Specificity in Balanced Networks with Synaptic Plasticity. PLoS Comput Biol 11:e1004307 [Journal] [PubMed]
  • Functional balanced networks with synaptic plasticity (Sadeh et al, 2015) [Model]
Saudargiene A, Porr B, Wörgötter F (2004) How the shape of pre- and postsynaptic signals can influence STDP: a biophysical model. Neural Comput 16:595-625 [Journal] [PubMed]
Shen YS, Gao H, Yao H (2005) Spike timing-dependent synaptic plasticity in visual cortex: a modeling study. J Comput Neurosci 18:25-39 [Journal] [PubMed]
Sterratt D, Graham B, Gillies A, Willshaw D (2011) Principles of Computational Modelling in Neuroscience, Cambridge University Press :1-401 [Journal]
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Talathi SS, Abarbanel HD, Ditto WL (2008) Temporal spike pattern learning. Phys Rev E Stat Nonlin Soft Matter Phys 78:031918 [Journal] [PubMed]
Talathi SS, Hwang DU, Ditto WL (2008) Spike timing dependent plasticity promotes synchrony of inhibitory networks in the presence of heterogeneity. J Comput Neurosci 25:262-81 [Journal] [PubMed]
  • STDP promotes synchrony of inhibitory networks in the presence of heterogeneity (Talathi et al 2008) [Model]
Tamosiunaite M, Porr B, Wörgötter F (2007) Self-influencing synaptic plasticity: recurrent changes of synaptic weights can lead to specific functional properties. J Comput Neurosci 23:113-27 [Journal] [PubMed]
  • Self-influencing synaptic plasticity (Tamosiunaite et al. 2007) [Model]
Urakubo H, Honda M, Froemke RC, Kuroda S (2008) Requirement of an allosteric kinetics of NMDA receptors for spike timing-dependent plasticity. J Neurosci 28:3310-23 [Journal] [PubMed]
  • An allosteric kinetics of NMDARs in STDP (Urakubo et al. 2008) [Model]
Veredas FJ, Vico FJ, Alonso JM (2005) Factors determining the precision of the correlated firing generated by a monosynaptic connection in the cat visual pathway. J Physiol 567:1057-78 [Journal] [PubMed]
Wennekers T, Ay N (2005) Finite state automata resulting from temporal information maximization and a temporal learning rule. Neural Comput 17:2258-90 [Journal] [PubMed]
Wörgötter F, Porr B (2005) Temporal sequence learning, prediction, and control: a review of different models and their relation to biological mechanisms. Neural Comput 17:245-319 [Journal] [PubMed]
(36 refs)