Citation Relationships

Legends: Link to a Model Reference cited by multiple papers


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 [PubMed]

References and models cited by this paper

References and models that cite this paper

Abarbanel HD, Huerta R, Rabinovich MI (2002) Dynamical model of long-term synaptic plasticity. Proc Natl Acad Sci U S A 99:10132-7 [Journal] [PubMed]
Abbott LF, Blum KI (1996) Functional significance of long-term potentiation for sequence learning and prediction. Cereb Cortex 6:406-16 [PubMed]
Abbott LF, Nelson SB (2000) Synaptic plasticity: taming the beast. Nat Neurosci 3 Suppl:1178-83 [Journal] [PubMed]
Abbott LF, Song S (1999) Temporally asymmetric Hebbian learning, postspike timing and neuronal response variability. Adv Neural Informat Processing Syst 11:69-75
Bennett MR (2000) The concept of long term potentiation of transmission at synapses. Prog Neurobiol 60:109-37 [PubMed]
Bi G, Poo M (2001) Synaptic modification by correlated activity: Hebb's postulate revisited. Annu Rev Neurosci 24:139-66 [Journal] [PubMed]
Bi GQ (2002) Spatiotemporal specificity of synaptic plasticity: cellular rules and mechanisms. Biol Cybern 87:319-32 [Journal] [PubMed]
Bliss TV, Gardner-Medwin AR (1973) Long-lasting potentiation of synaptic transmission in the dentate area of the unanaestetized rabbit following stimulation of the perforant path. J Physiol 232:357-74 [PubMed]
Bliss TV, Lomo T (1970) Plasticity in a monosynaptic cortical pathway. J Physiol 207:61P
Bliss TV, Lomo T (1973) Long-lasting potentiation of synaptic transmission in the dentate area of the anaesthetized rabbit following stimulation of the perforant path. J Physiol 232:331-56 [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]
Castellani GC, Quinlan EM, Cooper LN, Shouval HZ (2001) A biophysical model of bidirectional synaptic plasticity: dependence on AMPA and NMDA receptors. Proc Natl Acad Sci U S A 98:12772-7 [Journal] [PubMed]
Chechik G, Meilijson I, Ruppin E (1998) Synaptic pruning in development: a computational account. Neural Comput 10:1759-77 [PubMed]
Dayan P (2002) Matters temporal. Trends Cogn Sci 6:105-106 [PubMed]
Debanne D, Gähwiler BH, Thompson SM (1994) Asynchronous pre- and postsynaptic activity induces associative long-term depression in area CA1 of the rat hippocampus in vitro. Proc Natl Acad Sci U S A 91:1148-52 [PubMed]
Debanne D, Gähwiler BH, Thompson SM (1998) Long-term synaptic plasticity between pairs of individual CA3 pyramidal cells in rat hippocampal slice cultures. J Physiol 507 ( Pt 1):237-47 [PubMed]
Feldman DE (2000) Timing-based LTP and LTD at vertical inputs to layer II/III pyramidal cells in rat barrel cortex. Neuron 27:45-56 [PubMed]
Fortune ES, Rose GJ (2001) Short-term synaptic plasticity as a temporal filter. Trends Neurosci 24:381-5 [PubMed]
Froemke RC, Dan Y (2002) Spike-timing-dependent synaptic modification induced by natural spike trains. Nature 416:433-8 [Journal] [PubMed]
Fusi S (2002) Hebbian spike-driven synaptic plasticity for learning patterns of mean firing rates. Biol Cybern 87:459-70 [Journal] [PubMed]
Gerstner W, Kempter R, van Hemmen JL, Wagner H (1996) A neuronal learning rule for sub-millisecond temporal coding. Nature 383:76-81 [Journal] [PubMed]
Gerstner W, Kistler WM (2002) Mathematical formulations of Hebbian learning. Biol Cybern 87:404-15 [Journal] [PubMed]
Giugliano M, Bove M, Grattarola M (1999) Fast calculation of short-term depressing synaptic conductances. Neural Comput 11:1413-26 [PubMed]
Goldberg J, Holthoff K, Yuste R (2002) A problem with Hebb and local spikes. Trends Neurosci 25:433-5 [PubMed]
Golding NL, Staff NP, Spruston N (2002) Dendritic spikes as a mechanism for cooperative long-term potentiation. Nature 418:326-31 [Journal] [PubMed]
Gormezano I, Kehoe EJ, Marshall BS (1983) Twenty years ofclassical conditioning research with the rabbit Prog Psychobiol Phys Psychol 10:197-275
Gustafsson B, Wigström H, Abraham WC, Huang YY (1987) Long-term potentiation in the hippocampus using depolarizing current pulses as the conditioning stimulus to single volley synaptic potentials. J Neurosci 7:774-80 [PubMed]
Häusser M, Spruston N, Stuart GJ (2000) Diversity and dynamics of dendritic signaling. Science 290:739-44 [PubMed]
Hebb DO (1949) The Organization Of Behavior
Huemmeke M, Eysel UT, Mittmann T (2002) Metabotropic glutamate receptors mediate expression of LTP in slices of rat visual cortex. Eur J Neurosci 15:1641-5 [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]
Kempter R, Gerstner W, van Hemmen JL (2001) Intrinsic stabilization of output rates by spike-based Hebbian learning. Neural Comput 13:2709-41 [Journal] [PubMed]
Kempter R, Leibold C, Wagner H, van Hemmen JL (2001) Formation of temporal-feature maps by axonal propagation of synaptic learning. Proc Natl Acad Sci U S A 98:4166-71 [Journal] [PubMed]
Koch C (1999) Biophysics Of Computation: Information Processing in Single Neurons
Köhn J, Wörgötter F (1998) Employing the zeta-transform to optimize the calculation of the synaptic conductance of NMDA and other synaptic channels in network simulations. Neural Comput 10:1639-51 [PubMed]
Kovalchuk Y, Eilers J, Lisman J, Konnerth A (2000) NMDA receptor-mediated subthreshold Ca(2+) signals in spines of hippocampal neurons. J Neurosci 20:1791-9 [PubMed]
Krukowski AE, Miller KD (2001) Thalamocortical NMDA conductances and intracortical inhibition can explain cortical temporal tuning. Nat Neurosci 4:424-30 [Journal] [PubMed]
Larkum ME, Zhu JJ, Sakmann B (2001) Dendritic mechanisms underlying the coupling of the dendritic with the axonal action potential initiation zone of adult rat layer 5 pyramidal neurons. J Physiol 533:447-66 [PubMed]
Leibold C, van Hemmen JL (2002) Mapping time. Biol Cybern 87:428-39 [Journal] [PubMed]
Leibold C, van Hemmen JL (2005) Temporal receptive fields, spikes, and Hebbian delay selection. Neural Netw 14:805-13
Levy WB, Steward O (1983) Temporal contiguity requirements for long-term associative potentiation/depression in the hippocampus. Neuroscience 8:791-7 [PubMed]
Linden DJ (1999) The return of the spike: postsynaptic action potentials and the induction of LTP and LTD. Neuron 22:661-6 [PubMed]
Linsker R (1988) Self-organization in a perceptual network Computer 2:105-117
Lüscher C, Frerking M (2001) Restless AMPA receptors: implications for synaptic transmission and plasticity. Trends Neurosci 24:665-70 [PubMed]
Mackintosh NJ (1974) The psychology of animal learning
Mackintosh NJ (1983) Conditioning and associative learning
Magee JC, Johnston D (1997) A synaptically controlled, associative signal for Hebbian plasticity in hippocampal neurons. Science 275:209-13 [PubMed]
Malenka RC, Nicoll RA (1999) Long-term potentiation--a decade of progress? Science 285:1870-4 [PubMed]
Markram H, Lübke J, Frotscher M, Sakmann B (1997) Regulation of synaptic efficacy by coincidence of postsynaptic APs and EPSPs. Science 275:213-5 [PubMed]
Markram H, Tsodyks M (1996) Redistribution of synaptic efficacy between neocortical pyramidal neurons. Nature 382:807-10 [Journal] [PubMed]
Martinez JL, Derrick BE (1996) Long-term potentiation and learning. Annu Rev Psychol 47:173-203 [Journal] [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 [Journal] [PubMed]
Oja E (1982) A simplified neuron model as a principal component analyzer. J Math Biol 15:267-73 [PubMed]
Panchev C, Wermter S, Chen H (2002) Spike-timing dependent competitive learning of integrate-and-fire neurons with active dendrites Lecture Notes in Computer Science, Proc. Int. Conf. Artificial Neural Networks :896-901
Pike FG, Meredith RM, Olding AW, Paulsen O (1999) Rapid report: postsynaptic bursting is essential for 'Hebbian' induction of associative long-term potentiation at excitatory synapses in rat hippocampus. J Physiol 518 ( Pt 2):571-6 [PubMed]
Porr B, Saudargiene A, Worgotter F (2004) Analytical solution of spike-timing dependent plasticity based on synaptic biophysics Advances in neural information processing systems, Thrun S:Saul L:Scholkopf B, ed.
Porr B, Wörgötter F (2003) Isotropic-sequence-order learning in a closed-loop behavioural system. Philos Trans A Math Phys Eng Sci 361:2225-44 [Journal] [PubMed]
Porr B, Wörgötter F (2003) Isotropic sequence order learning. Neural Comput 15:831-64 [Journal] [PubMed]
Prokasy WF, Hall JF, Fawcett JT (1962) Adaptation, sensitization, forward and backward conditioning, and pseudo-conditioning of the GSR Psychol Rep 10:103-106
Rao RP, Sejnowski TJ (2001) Spike-timing-dependent Hebbian plasticity as temporal difference learning. Neural Comput 13:2221-37 [Journal] [PubMed]
Rao RPN, Sejnowski TJ (2000) Predictive sequence learning in recurrent neocortical circuits Advances In Neural Information Processing Systems, Solla SA:Lee TK:Muller KR, ed. pp.164
Roberts EB, Ramoa AS (1999) Enhanced NR2A subunit expression and decreased NMDA receptor decay time at the onset of ocular dominance plasticity in the ferret. J Neurophysiol 81:2587-91 [Journal] [PubMed]
Roberts PD (1999) Computational consequences of temporally asymmetric learning rules: I. Differential hebbian learning. J Comput Neurosci 7:235-46 [Journal] [PubMed]
Roberts PD, Bell CC (2002) Spike timing dependent synaptic plasticity in biological systems. Biol Cybern 87:392-403 [Journal] [PubMed]
Rubin J, Lee DD, Sompolinsky H (2001) Equilibrium properties of temporally asymmetric Hebbian plasticity. Phys Rev Lett 86:364-7 [Journal] [PubMed]
Sabatini BL, Maravall M, Svoboda K (2001) Ca(2+) signaling in dendritic spines. Curr Opin Neurobiol 11:349-56 [PubMed]
Schiller J, Schiller Y, Clapham DE (1998) NMDA receptors amplify calcium influx into dendritic spines during associative pre- and postsynaptic activation. Nat Neurosci 1:114-8 [Journal] [PubMed]
Schiller J, Schiller Y, Stuart G, Sakmann B (1997) Calcium action potentials restricted to distal apical dendrites of rat neocortical pyramidal neurons. J Physiol 505 ( Pt 3):605-16 [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]
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]
Seung HS (1998) Learning continuous attractors in recurrent networks Adv Neural Info Proc Sys 10:654-660
Shouval HZ, Bear MF, Cooper LN (2002) A unified model of NMDA receptor-dependent bidirectional synaptic plasticity. Proc Natl Acad Sci U S A 99:10831-6 [Journal] [PubMed]
Singer W, Gray CM (1995) Visual feature integration and the temporal correlation hypothesis. Annu Rev Neurosci 18:555-86 [Journal] [PubMed]
Song I, Huganir RL (2002) Regulation of AMPA receptors during synaptic plasticity. Trends Neurosci 25:578-88 [PubMed]
Song S, Miller KD, Abbott LF (2000) Competitive Hebbian learning through spike-timing-dependent synaptic plasticity. Nat Neurosci 3:919-26 [Journal] [PubMed]
Sourdet V, Debanne D (1999) The role of dendritic filtering in associative long-term synaptic plasticity. Learn Mem 6:422-47 [PubMed]
Sterratt DC, van_Ooyen A (2002) Does morphology influence temporal plasticity? ICANN 2002, Dorronsoro JR, ed. pp.186
Stuart G, Spruston N, Sakmann B, Häusser M (1997) Action potential initiation and backpropagation in neurons of the mammalian CNS. Trends Neurosci 20:125-31 [PubMed]
Sutton RS (1988) Learning to predict by the method of temporal diferences Machine Learning 3:9-44
Sutton RS, Barto AG (1981) Toward a modern theory of adaptive networks: expectation and prediction. Psychol Rev 88:135-70 [PubMed]
Teyler TJ, DiScenna P (1987) Long-term potentiation. Annu Rev Neurosci 10:131-61 [Journal] [PubMed]
Whitford KL, Ghosh A (2001) Plexin signaling via off-track and rho family GTPases. Neuron 32:1-3 [PubMed]
Xie X, Seung S (2000) Spike-based learning rules and stabilization of persistent neural activity. Advances in neural information processing systems, Solla SA, Leen T, Mu ller K-R, ed. pp.199
Yuste R, Majewska A, Cash SS, Denk W (1999) Mechanisms of calcium influx into hippocampal spines: heterogeneity among spines, coincidence detection by NMDA receptors, and optical quantal analysis. J Neurosci 19:1976-87 [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]
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]
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]
Evans RC, Morera-Herreras T, Cui Y, Du K, Sheehan T, Kotaleski JH, Venance L, Blackwell KT (2012) The effects of NMDA subunit composition on calcium influx and spike timing-dependent plasticity in striatal medium spiny neurons. PLoS Comput Biol 8:e1002493 [Journal] [PubMed]
   NMDA subunit effects on Calcium and STDP (Evans et al. 2012) [Model]
Graham BP, Saudargiene A, Cobb S (2014) Spine head calcium as a measure of summed postsynaptic activity for driving synaptic plasticity. Neural Comput 26:2194-222 [Journal] [PubMed]
   Spine head calcium in a CA1 pyramidal cell model (Graham et al. 2014) [Model]
Porr B, Wörgötter F (2007) Learning with "relevance": using a third factor to stabilize Hebbian learning. Neural Comput 19:2694-719 [Journal] [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]
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]
(93 refs)