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Senn W, Markram H, Tsodyks M (2001) An algorithm for modifying neurotransmitter release probability based on pre- and postsynaptic spike timing. Neural Comput 13:35-67 [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 (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]

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]

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]

Buchs NJ, Senn W (2002) Spike-based synaptic plasticity and the emergence of direction selective simple cells: simulation results. J Comput Neurosci 13:167-86 [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]

Christodoulou C, Bugmann G, Clarkson T (2002) A Spiking Neuron Model: Applications and Learning. Neural Networks 15:891-908

Clopath C, Büsing L, Vasilaki E, Gerstner W (2010) Connectivity reflects coding: a model of voltage-based STDP with homeostasis. Nat Neurosci 13:344-52 [Journal] [PubMed]

   Voltage-based STDP synapse (Clopath et al. 2010) [Model]

Costa RP, Froemke RC, Sjöström PJ, van Rossum MC (2015) Unified pre- and postsynaptic long-term plasticity enables reliable and flexible learning. Elife [Journal] [PubMed]

   Memory savings through unified pre- and postsynaptic STDP (Costa et al 2015) [Model]

Costa RP, Padamsey Z, D'Amour JA, Emptage NJ, Froemke RC, Vogels TP (2017) Synaptic Transmission Optimization Predicts Expression Loci of Long-Term Plasticity. Neuron 96:177-189.e7 [Journal] [PubMed]

   Statistical Long-term Synaptic Plasticity (statLTSP) (Costa et al 2017) [Model]

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

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]

Guyonneau R, VanRullen R, Thorpe SJ (2005) Neurons tune to the earliest spikes through STDP. Neural Comput 17:859-79 [Journal] [PubMed]

Karmarkar UR, Buonomano DV (2002) A model of spike-timing dependent plasticity: one or two coincidence detectors? J Neurophysiol 88:507-13 [Journal] [PubMed]

Karmarkar UR, Najarian MT, Buonomano DV (2002) Mechanisms and significance of spike-timing dependent plasticity. Biol Cybern 87:373-82 [Journal] [PubMed]

Pedrosa V, Clopath C (2017) The role of neuromodulators in cortical plasticity. A computational perspective. Front. Synaptic Neurosci. 8:38 [Journal]

   A simple model of neuromodulatory state-dependent synaptic plasticity (Pedrosa and Clopath, 2016) [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]

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]

Senn W, Buchs NJ (2003) Spike-based synaptic plasticity and the emergence of direction selective simple cells: mathematical analysis. J Comput Neurosci 14:119-38 [PubMed]

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]

Toyoizumi T, Pfister JP, Aihara K, Gerstner W (2007) Optimality model of unsupervised spike-timing-dependent plasticity: synaptic memory and weight distribution. Neural Comput 19:639-71 [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]

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